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.
| Version: | 0.2.11 |
| Imports: | doParallel, parallel,foreach,glmnet,pROC,varhandle, utils |
| Suggests: | markdown,knitr |
| Published: | 2025-05-10 |
| DOI: | 10.32614/CRAN.package.sivs |
| Author: | Mehrad Mahmoudian [aut, cre], Mikko Venäläinen [aut, rev], Riku Klèn [aut, ths], Laura Elo [aut, ths, fnd] |
| Maintainer: | Mehrad Mahmoudian <m.mahmoudian at gmail.com> |
| BugReports: | https://github.com/mmahmoudian/sivs/issues |
| License: | GPL-3 |
| URL: | https://github.com/mmahmoudian/sivs,https://doi.org/10.1093/bioinformatics/btab501 |
| NeedsCompilation: | no |
| Citation: | sivs citation info |
| Materials: | NEWS |
| CRAN checks: | sivs results |
Documentation:
| Reference manual: | sivs.html ,sivs.pdf |
| Vignettes: | Stable Iterative Variable Selection (SIVS) (source,R code) |
Downloads:
| Package source: | sivs_0.2.11.tar.gz |
| Windows binaries: | r-devel:sivs_0.2.11.zip, r-release:sivs_0.2.11.zip, r-oldrel:sivs_0.2.11.zip |
| macOS binaries: | r-release (arm64):sivs_0.2.11.tgz, r-oldrel (arm64):sivs_0.2.11.tgz, r-release (x86_64):sivs_0.2.11.tgz, r-oldrel (x86_64):sivs_0.2.11.tgz |
| Old sources: | sivs archive |
Linking:
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