sivs: Stable Iterative Variable Selection

An iterative feature selection method that internally utilizes various Machine Learning methods that have embedded feature reduction in order to shrink down the feature space into a small and yet robust set.

Getting started

Package details

AuthorMehrad Mahmoudian [aut, cre] (ORCID: <https://orcid.org/0000-0001-7650-1862>), Mikko Venäläinen [aut, rev] (ORCID: <https://orcid.org/0000-0003-1777-4259>), Riku Klèn [aut, ths] (ORCID: <https://orcid.org/0000-0002-0982-8360>), Laura Elo [aut, ths, fnd] (ORCID: <https://orcid.org/0000-0001-5648-4532>)
MaintainerMehrad Mahmoudian <m.mahmoudian@gmail.com>
LicenseGPL-3
Version0.2.11
URL https://github.com/mmahmoudian/sivs https://doi.org/10.1093/bioinformatics/btab501
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sivs")

Try the sivs package in your browser

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

sivs documentation built on June 8, 2025, 10:03 a.m.