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MXM (version 0.4.3)

MXM-package: This is an R package that currently implements feature selection methods for identifying minimal, statistically-equivalent and equally-predictive feature subsets.

Description

The 'MXM' (Mens eX Machina, meaning 'Mind from the Machine' in Latin) package provides source code for the SES algorithm and for some appropriate statistical conditional independence tests (testIndFisher, testIndLogistic, gSquare and censIndLR are included). Read the package's help pages for more details.

Arguments

Maintainers

Giorgos Athineou , Vincenzo Lagani

Details

ll{ Package: MXM Type: Package Version: 0.4.3 Date: 2015-07-28 License: GPL-2 }

References

I. Tsamardinos, V. Lagani and D. Pappas (2012) Discovering multiple, equivalent biomarker signatures. In proceedings of the 7th conference of the Hellenic Society for Computational Biology & Bioinformatics - HSCBB12.

See Also

SES,censIndLR,testIndFisher, testIndLogistic, gSquare, censIndLR