RAFS: Robust Aggregative Feature Selection

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.

Getting started

Package details

AuthorRadosław Piliszek [aut, cre], Witold Remigiusz Rudnicki [ths, aut]
MaintainerRadosław Piliszek <radek@piliszek.it>
LicenseGPL-3
Version0.2.5
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("RAFS")

Try the RAFS package in your browser

Any scripts or data that you put into this service are public.

RAFS documentation built on April 3, 2025, 5:27 p.m.