Package: penalizedSVM
Type: Package
Title: Feature Selection SVM using Penalty Functions
Version: 1.2.0
Date: 2025-09-15
Depends: e1071, mlegp, MASS
Imports: corpcor, statmod, tgp
Suggests: testthat (>= 3.0.0)
Authors@R: c(person(given = "Natalia",
                        family = "Becker",
                        role = "aut"),
                 person(given = "Wiebke",
                        family = "Werft",
                        role = "aut"),
                 person(given = "Axel",
                        family = "Benner",
                        role = "aut"),
                 person(given = "Frederic",
                        family = "Bertrand",
                        role = "cre",
                        email = "frederic.bertrand@lecnam.net"))
Author: Natalia Becker [aut],
  Wiebke Werft [aut],
  Axel Benner [aut],
  Frederic Bertrand [cre]
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Description: Support Vector Machine (SVM) classification with simultaneous feature selection using penalty
        functions is implemented. The smoothly clipped absolute deviation (SCAD),
        'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic
        SCAD' (SCAD and 'L2-norm') penalties are available. The tuning
        parameters can be found using either a fixed grid or a interval
        search.
License: GPL (>= 2)
LazyLoad: yes
RoxygenNote: 6.0.1
Config/testthat/edition: 3
URL: https://github.com/fbertran/penalizedSVM,
        https://fbertran.github.io/penalizedSVM/
BugReports: https://github.com/fbertran/penalizedSVM/issues
NeedsCompilation: no
Packaged: 2025-09-15 07:32:24 UTC; bertran7
Repository: CRAN
Date/Publication: 2025-09-15 08:00:02 UTC
Built: R 4.6.0; ; 2026-04-27 07:49:49 UTC; unix
