Discovering Multiple, Statistically-Equivalent Signatures

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 manual

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1.2 by Michail Tsagris, 14 days ago

Browse source code at

Authors: Michail Tsagris [aut, cre], Ioannis Tsamardinos [aut], Vincenzo Lagani [aut], Giorgos Athineou [aut], Giorgos Borboudakis [ctb], Anna Roumpelaki [ctb]

Documentation:   PDF Manual  

Task views: Machine Learning & Statistical Learning

GPL-2 license

Imports methods, stats, utils, hash, survival, MASS, graphics, ordinal, nnet, quantreg, lme4, foreach, doParallel, parallel, speedglm, relations, Rfast, visNetwork, energy

Suggests R.rsp

See at CRAN