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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 |
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 |
Reference manual: | sivs.pdf |
Vignettes: |
Stable Iterative Variable Selection (SIVS) |
Package source: | sivs_0.2.10.tar.gz |
Windows binaries: | r-devel: sivs_0.2.10.zip, r-release: sivs_0.2.10.zip, r-oldrel: sivs_0.2.10.zip |
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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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