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: | 0.2.5 |
| Imports: | doParallel, parallel, foreach, glmnet, pROC, varhandle, utils |
| Suggests: | knitr, rmarkdown, markdown |
| Published: | 2021-07-20 |
| Author: | Mehrad Mahmoudian 
[aut, cre],
Mikko Venäläinen
[aut, rev],
Riku Klèn [aut,
ths],
Laura Elo [aut,
ths, fnd] |
| Maintainer: | Mehrad Mahmoudian <mehrad.mahmoudian at utu.fi> |
| 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.pdf |
| Vignettes: |
Stable Iterative Variable Selection (SIVS) |
Downloads:
| Package source: | sivs_0.2.5.tar.gz |
| Windows binaries: | r-devel: sivs_0.2.5.zip, r-release: sivs_0.2.5.zip, r-oldrel: sivs_0.2.5.zip |
| macOS binaries: | r-release (arm64): sivs_0.2.5.tgz, r-oldrel (arm64): sivs_0.2.5.tgz, r-release (x86_64): sivs_0.2.5.tgz, r-oldrel (x86_64): sivs_0.2.5.tgz |
| Old sources: | sivs archive |
Linking:
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