MXM: Feature Selection (Including Multiple Solutions) and Bayesian Networks
Version 1.3.0

Feature selection methods for identifying minimal, statistically-equivalent and equally-predictive feature subsets. Bayesian network algorithms and related functions are also included. The package name 'MXM' stands for "Mens eX Machina", meaning "Mind from the Machine" in Latin. Reference: Feature Selection with the R Package MXM: Discovering Statistically Equivalent Feature Subsets, Lagani, V. and Athineou, G. and Farcomeni, A. and Tsagris, M. and Tsamardinos, I. (2017). Journal of Statistical Software, 80(7). .

Package details

AuthorMichail Tsagris [aut, cre], Ioannis Tsamardinos [aut, cph], Vincenzo Lagani [aut, cph], Giorgos Athineou [aut], Giorgos Borboudakis [ctb], Anna Roumpelaki [ctb]
Date of publication2017-11-16 12:18:02 UTC
MaintainerMichail Tsagris <[email protected]>
LicenseGPL-2
Version1.3.0
URL http://mensxmachina.org
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MXM")

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MXM documentation built on Nov. 17, 2017, 7:14 a.m.