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RAFS

Robust Aggregative Feature Selection

v0.2.5 · Jan 29, 2025 · GPL-3

Description

A cross-validated minimal-optimal feature selection algorithm. It utilises popularity counting, hierarchical clustering with feature dissimilarity measures, and prefiltering with all-relevant feature selection method to obtain the minimal-optimal set of features.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
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
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies fastcluster MDFS splitTools RAFS

Version History

new 0.2.5 Mar 10, 2026
updated 0.2.5 ← 0.2.4 diff Jan 28, 2025
updated 0.2.4 ← 0.2.3 diff May 10, 2024
updated 0.2.3 ← 0.2.2 diff Jul 9, 2023
new 0.2.2 May 29, 2023