rmcfs: An R Package for Monte Carlo Feature Selection and Interdependency Discovery

We describe the R package rmcfs that implements an algorithm for ranking features from high dimensional data according to their importance for a given supervised classification task. The ranking is performed prior to addressing the classification task per se. This R package is the new and extended v...

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Bibliographic Details
Main Authors: Michał Dramiński, Jacek Koronacki
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2018-07-01
Series:Journal of Statistical Software
Subjects:
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2621