kerntools: Kernel Functions and Tools for Machine Learning Applications

Kernel functions for diverse types of data (including, but not restricted to: nonnegative and real vectors, real matrices, categorical and ordinal variables, sets, strings), plus other utilities like kernel similarity, kernel Principal Components Analysis (PCA) and features' importance for Support Vector Machines (SVMs), which expand other 'R' packages like 'kernlab'.

Version: 1.2.0
Depends: R (≥ 2.10)
Imports: dplyr, ggplot2, kernlab, methods, reshape2, stats, stringi
Suggests: knitr, rmarkdown, spelling, testthat (≥ 3.0.0)
Published: 2025年02月19日
Author: Elies Ramon ORCID iD [aut, cre, cph]
Maintainer: Elies Ramon <eramon at everlyrusher.com>
License: GPL (≥ 3)
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: kerntools results

Documentation:

Reference manual: kerntools.html , kerntools.pdf

Downloads:

Package source: kerntools_1.2.0.tar.gz
Windows binaries: r-devel: kerntools_1.2.0.zip, r-release: kerntools_1.2.0.zip, r-oldrel: kerntools_1.2.0.zip
macOS binaries: r-release (arm64): kerntools_1.2.0.tgz, r-oldrel (arm64): kerntools_1.2.0.tgz, r-release (x86_64): kerntools_1.2.0.tgz, r-oldrel (x86_64): kerntools_1.2.0.tgz
Old sources: kerntools archive

Reverse dependencies:

Reverse imports: CSOA

Linking:

Please use the canonical form https://CRAN.R-project.org/package=kerntools to link to this page.

AltStyle によって変換されたページ (->オリジナル) /