svmpath

The SVM Path Algorithm

v0.970 · Jul 14, 2020 · GPL-2

Description

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

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2 NOTE

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	48.7s
r-devel-linux-x86_64-debian-gcc	NOTE	35.6s
r-devel-linux-x86_64-fedora-clang	OK	74.5s
r-devel-linux-x86_64-fedora-gcc	OK	69.7s
r-devel-windows-x86_64	OK	63s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	43s
r-oldrel-windows-x86_64	OK	61s
r-patched-linux-x86_64	OK	45s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	15s
r-release-macos-x86_64	OK	48s
r-release-windows-x86_64	OK	63s

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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’

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  Authors@R: person(given = "Trevor",
                    family = "Hastie",
                    role = c("aut", "cre"),
                    email = "hastie@stanford.edu")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Trevor",
                    family = "Hastie",
                    role = c("aut", "cre"),
                    email = "hastie@stanford.edu")
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Trevor",
                    family = "Hastie",
                    role = c("aut", "cre"),
                    email = "hastie@stanford.edu")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Trevor",
                    family = "Hastie",
                    role = c("aut", "cre"),
                    email = "hastie@stanford.edu")
as necessary.

Reverse Dependencies (2)

imports

rocsvm.path svrpath

Dependency Network

Version History

11 tracked

new 0.970 Mar 10, 2026

updated 0.970 ← 0.955 diff Jul 13, 2020

updated 0.955 ← 0.953 diff Aug 29, 2016

updated 0.953 ← 0.952 diff Dec 22, 2012

updated 0.952 ← 0.95 diff Oct 28, 2012

updated 0.95 ← 0.94 diff Jun 8, 2011

updated 0.94 ← 0.93 diff May 29, 2011

updated 0.93 ← 0.92 diff Oct 20, 2009

updated 0.92 ← 0.91 diff Jun 5, 2006

updated 0.91 ← 0.9 diff Apr 28, 2006

new 0.9 Jun 14, 2004