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. R. Piliszek et al. (2019) <doi:10.32614/RJ-2019-019>.

Getting started

Package details

AuthorRadosław Piliszek [aut, cre], Krzysztof Mnich [aut], Paweł Tabaszewski [aut], Szymon Migacz [aut], Andrzej Sułecki [aut], Witold Remigiusz Rudnicki [aut]
MaintainerRadosław Piliszek <r.piliszek@uwb.edu.pl>
LicenseGPL-3
Version1.5.3
URL https://www.mdfs.it/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MDFS")

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MDFS documentation built on May 31, 2023, 7:31 p.m.