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rmcfs

The MCFS-ID Algorithm for Feature Selection and Interdependency Discovery

v1.3.6 · Aug 19, 2024 · GPL-3

Description

MCFS-ID (Monte Carlo Feature Selection and Interdependency Discovery) is a Monte Carlo method-based tool for feature selection. It also allows for the discovery of interdependencies between the relevant features. MCFS-ID is particularly suitable for the analysis of high-dimensional, 'small n large p' transactional and biological data. M. Draminski, J. Koronacki (2018) <doi:10.18637/jss.v085.i12>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
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r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 6, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘rJava’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies rJava yaml ggplot2 gridExtra reshape2 dplyr stringi igraph (>= 2.0.0) data.table BASiNET rmcfs

Version History

new 1.3.6 Mar 10, 2026
updated 1.3.6 ← 1.3.5 diff Aug 18, 2024
updated 1.3.5 ← 1.3.4 diff Sep 17, 2021
updated 1.3.4 ← 1.3.3 diff Jul 7, 2021
updated 1.3.3 ← 1.3.2 diff Jun 11, 2021
updated 1.3.2 ← 1.3.1 diff May 27, 2021
updated 1.3.1 ← 1.3.0 diff Jan 19, 2020
updated 1.3.0 ← 1.2.15 diff May 11, 2019
updated 1.2.15 ← 1.2.14 diff Oct 19, 2018
updated 1.2.14 ← 1.2.13 diff Aug 6, 2018
updated 1.2.13 ← 1.2.12 diff Jul 26, 2018
updated 1.2.12 ← 1.2.11 diff Jul 25, 2018
updated 1.2.11 ← 1.2.10 diff May 17, 2018
updated 1.2.10 ← 1.2.9 diff Mar 26, 2018
updated 1.2.9 ← 1.2.8 diff Feb 6, 2018
updated 1.2.8 ← 1.2.7 diff Dec 11, 2017
updated 1.2.7 ← 1.2.6 diff Nov 24, 2017
updated 1.2.6 ← 1.2.5 diff Jul 2, 2017
updated 1.2.5 ← 1.2.4 diff Apr 29, 2017
updated 1.2.4 ← 1.2.3 diff Mar 9, 2017