CRAN/E | penalizedSVM

penalizedSVM

Feature Selection SVM using Penalty Functions

Installation

About

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.

Key Metrics

Version 1.1.4
Published 2023-03-23 564 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks penalizedSVM results

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Maintainer

Maintainer

Frederic Bertrand

Authors

Natalia Becker
Wiebke Werft
Axel Benner

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

penalizedSVM archive

Depends

e1071
mlegp
MASS

Imports

corpcor
statmod
tgp

Reverse Imports

c060