penalizedSVM: Feature Selection SVM using Penalty Functions

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.

Version:	1.1.3
Depends:	e1071, mlegp, MASS
Imports:	corpcor, statmod, tgp
Published:	2022-05-11
Author:	Natalia Becker, Wiebke Werft, Axel Benner
Maintainer:	Frederic Bertrand <frederic.bertrand at utt.fr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	penalizedSVM results

Documentation:

Reference manual:

penalizedSVM.pdf

Downloads:

Package source:	penalizedSVM_1.1.3.tar.gz
Windows binaries:	r-devel: penalizedSVM_1.1.3.zip, r-release: penalizedSVM_1.1.3.zip, r-oldrel: penalizedSVM_1.1.3.zip
macOS binaries:	r-release (arm64): penalizedSVM_1.1.3.tgz, r-oldrel (arm64): penalizedSVM_1.1.3.tgz, r-release (x86_64): penalizedSVM_1.1.3.tgz, r-oldrel (x86_64): penalizedSVM_1.1.3.tgz
Old sources:	penalizedSVM archive

Reverse dependencies:

Reverse imports:

c060

Linking:

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