Package: penalizedSVM
Type: Package
Title: Feature Selection SVM using Penalty Functions
Version: 1.1.4
Date: 2023-03-23
Depends: e1071, mlegp, MASS
Imports: corpcor, statmod, tgp
Author: Natalia Becker, Wiebke Werft, Axel Benner
Maintainer: Frederic Bertrand <frederic.bertrand@utt.fr>
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
NeedsCompilation: no
Packaged: 2023-03-23 14:30:06 UTC; fbertran
Repository: CRAN
Date/Publication: 2023-03-23 15:10:02 UTC
Built: R 4.2.0; ; 2023-04-01 17:40:52 UTC; unix
