Package: sivs
Type: Package
Title: Stable Iterative Variable Selection
Version: 0.2.11
Date: 2025-05-10
Encoding: UTF-8
Authors@R: c(person(given = "Mehrad", family = "Mahmoudian",
                    role = c("aut", "cre"),
                    email = "m.mahmoudian@gmail.com",
                    comment = c(ORCID = "0000-0001-7650-1862")),
             person(given = "Mikko", family = "Venäläinen",
                    role = c("aut", "rev"),
                    email = "",
                    comment = c(ORCID = "0000-0003-1777-4259")),
             person(given = "Riku", family = "Klèn",
                    role = c("aut", "ths"),
                    email = "",
                    comment = c(ORCID = "0000-0002-0982-8360")),
             person(given = "Laura", family = "Elo",
                    role = c("aut", "ths", "fnd"),
                    email = "",
                    comment = c(ORCID = "0000-0001-5648-4532")))
Imports: doParallel, parallel, foreach, glmnet, pROC, varhandle, utils
Suggests: markdown, knitr
Description: 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.
License: GPL-3
URL: https://github.com/mmahmoudian/sivs,
        https://doi.org/10.1093/bioinformatics/btab501
BugReports: https://github.com/mmahmoudian/sivs/issues
RoxygenNote: 7.3.2
VignetteBuilder: markdown, knitr
NeedsCompilation: no
Packaged: 2025-05-10 16:28:33 UTC; mehrad
Author: Mehrad Mahmoudian [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7650-1862>),
  Mikko Venäläinen [aut, rev] (ORCID:
    <https://orcid.org/0000-0003-1777-4259>),
  Riku Klèn [aut, ths] (ORCID: <https://orcid.org/0000-0002-0982-8360>),
  Laura Elo [aut, ths, fnd] (ORCID:
    <https://orcid.org/0000-0001-5648-4532>)
Maintainer: Mehrad Mahmoudian <m.mahmoudian@gmail.com>
Repository: CRAN
Date/Publication: 2025-05-10 18:30:01 UTC
Built: R 4.6.0; ; 2026-04-28 11:10:08 UTC; unix
