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.

Version: 0.2.10
Imports: doParallel, parallel, foreach, glmnet, pROC, varhandle, utils
Suggests: markdown, knitr
Published: 2023-10-31
DOI: 10.32614/CRAN.package.sivs
Author: Mehrad Mahmoudian ORCID iD [aut, cre], Mikko Venäläinen ORCID iD [aut, rev], Riku Klèn ORCID iD [aut, ths], Laura Elo ORCID iD [aut, ths, fnd]
Maintainer: Mehrad Mahmoudian <m.mahmoudian at>
License: GPL-3
NeedsCompilation: no
Citation: sivs citation info
Materials: NEWS
CRAN checks: sivs results


Reference manual: sivs.pdf
Vignettes: Stable Iterative Variable Selection (SIVS)


Package source: sivs_0.2.10.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): sivs_0.2.10.tgz, r-oldrel (arm64): sivs_0.2.10.tgz, r-release (x86_64): sivs_0.2.10.tgz, r-oldrel (x86_64): sivs_0.2.10.tgz
Old sources: sivs archive


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