svmpath: The SVM Path Algorithm

Computes the entire regularization path for the two-class svm classifier with essentially the same cost as a single SVM fit.

Version: 0.970
Depends: kernlab
Published: 2020-07-14
DOI: 10.32614/CRAN.package.svmpath
Author: Trevor Hastie
Maintainer: Trevor Hastie <hastie at stanford.edu>
License: GPL-2
URL: http://www.jmlr.org/papers/volume5/hastie04a/hastie04a.pdf
NeedsCompilation: no
In views: MachineLearning
CRAN checks: svmpath results

Documentation:

Reference manual: svmpath.pdf

Downloads:

Package source: svmpath_0.970.tar.gz
Windows binaries: r-devel: svmpath_0.970.zip, r-release: svmpath_0.970.zip, r-oldrel: svmpath_0.970.zip
macOS binaries: r-release (arm64): svmpath_0.970.tgz, r-oldrel (arm64): svmpath_0.970.tgz, r-release (x86_64): svmpath_0.970.tgz, r-oldrel (x86_64): svmpath_0.970.tgz
Old sources: svmpath archive

Reverse dependencies:

Reverse imports: rocsvm.path, svrpath

Linking:

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