sivs: Stable Iterative Variable Selection

An iterative feature selection method (manuscript submitted) 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] (<https://orcid.org/0000-0001-7650-1862>), Mikko Venäläinen [aut, rev] (<https://orcid.org/0000-0003-1777-4259>), Riku Klèn [aut, ths] (<https://orcid.org/0000-0002-0982-8360>), Laura Elo [aut, ths, fnd] (<https://orcid.org/0000-0001-5648-4532>)
MaintainerMehrad Mahmoudian <m.mahmoudian@gmail.com>
LicenseGPL-3
Version0.2.10
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")

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sivs documentation built on Nov. 2, 2023, 6:05 p.m.