MDFS: MultiDimensional Feature Selection

Functions for MultiDimensional Feature Selection (MDFS): calculating multidimensional information gains, scoring variables, finding important variables, plotting selection results. This package includes an optional CUDA implementation that speeds up information gain calculation using NVIDIA GPGPUs.

Version: 1.0.1
Depends: R (≥ 3.4.0)
Published: 2018-06-26
Author: Radosław Piliszek [aut, cre], Krzysztof Mnich [aut], Paweł Tabaszewski [aut], Szymon Migacz [aut], Andrzej Sułecki [aut], Witold Remigiusz Rudnicki [aut]
Maintainer: Radosław Piliszek <r.piliszek at uwb.edu.pl>
License: GPL-3
URL: https://featureselector.uco.uwb.edu.pl/software/mdfs/
NeedsCompilation: yes
SystemRequirements: C++11
Materials: NEWS
CRAN checks: MDFS results

Downloads:

Reference manual: MDFS.pdf
Package source: MDFS_1.0.1.tar.gz
Windows binaries: r-devel: MDFS_1.0.1.zip, r-release: MDFS_1.0.1.zip, r-oldrel: MDFS_1.0.1.zip
OS X binaries: r-release: MDFS_1.0.1.tgz, r-oldrel: MDFS_1.0.1.tgz
Old sources: MDFS archive

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