rmcfs (1.2.11)

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The MCFS-ID Algorithm for Feature Selection and Interdependency Discovery.


MCFS-ID (Monte Carlo Feature Selection and Interdependency Discovery) is a Monte Carlo method-based tool for feature selection. It also allows for the discovery of interdependencies between the relevant features. MCFS-ID is particularly suitable for the analysis of high-dimensional, 'small n large p' transactional and biological data. M.Draminski, A.Rada-Iglesias, S.Enroth, C.Wadelius, J. Koronacki, J.Komorowski (2008) .

Maintainer: Michal Draminski
Author(s): Michal Draminski [aut, cre], Jacek Koronacki [aut], Julian Zubek [ctb]

License: GPL-3

Uses: dplyr, ggplot2, igraph, reshape2, rJava, yaml, R.rsp, testthat

Released about 1 month ago.

11 previous versions



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