Testing for Feature Relevance: The HARVEST Algorithm

Herbert Weisberg, Victor Pontes, Mathis Thoma

Feature selection with high-dimensional data and a very small proportion of relevant features poses a severe challenge to standard statistical methods. We have developed a new appr…