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This package was removed from CRAN on 2021-01-27. Its history is shown below.
Reason: check problems were not corrected in time
Details below reflect version 1.2.4, its last release before removal.

liquidSVM

1.2.4Package record

A Fast and Versatile SVM Package

0packages depend
–downloads / year
–test coverage
–flavors OK

Overview

About

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

Install

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

Documentation

In release 1.2.4
READMEYes · 120 wordsVignettesYes · 2 · dynamicNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Help pages
32includes a package overview page
Examples that run
23%5 run in a plain check · 17 never run
Exported functions with examples
75%
Documented parameters
96%
Return-value docs
79%
Help pages citing references
3%

Downloads

liquidSVM
Daily download trend is not available in this view yet.
Also on8 autocran

Dependencies

Declared dependencies
4 external dependencies (excludes base and recommended)
Depends (2)
R >= 2.12.0methods
Imports (0)
none
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)
Contributor
Contributor

Maintainer since 1.0.0 (2017)

Releases (8)

Pick two releases to compare their code metrics.

  • R
    R 4.1.0 released · 2021-05-18
  • archivedRemoved from CRAN
    2021-01-27
    check problems were not corrected in time
  • R
    R 4.0.0 released · 2020-04-24
  • 1.2.4
    record
    2019-09-14 · diff ↗
  • unarchivedReturned to CRAN
    2019-09-03
  • 1.2.3
    record
    2019-09-03 · diff ↗
  • archivedRemoved from CRAN
    2019-04-26
    now fails its checks
  • R
    R 3.6.0 released · 2019-04-26
  • orphanedOrphaned by its maintainer
    2019-03-02
    check issues were not corrected despite reminder
  • 1.2.2.1
    record
    2019-03-02 · diff ↗
  • 1.2.2
    record
    2019-01-10 · diff ↗
  • R
    R 3.5.0 released · 2018-04-23
  • 1.2.1
    record
    2017-07-19 · diff ↗
  • 1.2.0
    record
    2017-07-15 · diff ↗
  • R
    R 3.4.0 released · 2017-04-21
  • 1.0.1
    record
    2017-03-02 · diff ↗
Show 2 earlier eventsHide 2 earlier events
  • 1.0.0
    record
    2017-02-24
  • R
    R 3.3.0 released · 2016-05-03

Package metadata

First published
2017-02-24
Total releases
8 / 9 yrs
License
AGPL-3 OSI
Copyright
Ingo Steinwart, Philipp Thomann, Mohammad Farooq
Minimum R
≥ 2.12.0
Bundled data
275 KB / 6 files

Cite

Cite this package

Run in R for the authors' entry:

citation("liquidSVM")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for liquidSVM version 1.2.4 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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