MDFS

MultiDimensional Feature Selection

v1.5.5 · Dec 12, 2024 · GPL-3

Description

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>.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	40.9s
r-devel-linux-x86_64-debian-gcc	OK	34.2s
r-devel-linux-x86_64-fedora-clang	OK	63.8s
r-devel-linux-x86_64-fedora-gcc	OK	70.7s
r-devel-macos-arm64	OK	16s
r-devel-windows-x86_64	OK	73s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	67s
r-patched-linux-x86_64	OK	42.1s
r-release-linux-x86_64	OK	40.1s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	48s
r-release-windows-x86_64	OK	74s

Additional Issues

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Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

RAFS

Dependency Network

Version History

new 1.5.5 Mar 10, 2026

updated 1.5.5 ← 1.5.3 diff Dec 11, 2024

updated 1.5.3 ← 1.5.1 diff May 9, 2023

updated 1.5.1 ← 1.5.0 diff Apr 10, 2023

updated 1.5.0 ← 1.4.0 diff Mar 13, 2023

updated 1.4.0 ← 1.3.0 diff Jan 30, 2023

updated 1.3.0 ← 1.2.0 diff Apr 18, 2022

updated 1.2.0 ← 1.1.1 diff Feb 8, 2021

updated 1.1.1 ← 1.1.0 diff Jan 21, 2021

updated 1.1.0 ← 1.0.5 diff Jan 5, 2021

updated 1.0.5 ← 1.0.4 diff Nov 9, 2019

updated 1.0.4 ← 1.0.3 diff Oct 26, 2019

updated 1.0.3 ← 1.0.2 diff Nov 7, 2018

updated 1.0.2 ← 1.0.1 diff Oct 30, 2018

updated 1.0.1 ← 1.0.0 diff Jun 25, 2018

new 1.0.0 Jun 14, 2018