arules: Mining Association Rules and Frequent Itemsets

Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides C implementations of the association mining algorithms Apriori and Eclat. Hahsler, Gruen and Hornik (2005) <doi:10.18637/jss.v014.i15>.

Version: 1.7-8
Depends: Matrix (≥ 1.4-0), R (≥ 4.0.0)
Imports: generics, graphics, methods, stats, utils
Suggests: arulesCBA, arulesViz, pmml, proxy, testthat, XML
Published: 2024-08-22
DOI: 10.32614/CRAN.package.arules
Author: Michael Hahsler ORCID iD [aut, cre, cph], Christian Buchta [aut, cph], Bettina Gruen [aut, cph], Kurt Hornik ORCID iD [aut, cph], Christian Borgelt [ctb, cph], Ian Johnson [ctb], Makhlouf Ledmi [ctb]
Maintainer: Michael Hahsler <mhahsler at lyle.smu.edu>
BugReports: https://github.com/mhahsler/arules/issues
License: GPL-3
Copyright: The source code for Apriori and Eclat was obtained from http://www.borgelt.net/ and is Copyright (C) 1996-2003 Christian Borgelt. All other code is Copyright (C) Michael Hahsler, Christian Buchta, Bettina Gruen and Kurt Hornik.
URL: https://github.com/mhahsler/arules
NeedsCompilation: yes
Classification/ACM: G.4, H.2.8, I.5.1
Citation: arules citation info
Materials: README NEWS
In views: MachineLearning, ModelDeployment
CRAN checks: arules results

Documentation:

Reference manual: arules.pdf
Vignettes: Introduction to arules (source, R code)

Downloads:

Package source: arules_1.7-8.tar.gz
Windows binaries: r-devel: arules_1.7-8.zip, r-release: arules_1.7-8.zip, r-oldrel: arules_1.7-8.zip
macOS binaries: r-release (arm64): arules_1.7-8.tgz, r-oldrel (arm64): arules_1.7-8.tgz, r-release (x86_64): arules_1.7-8.tgz, r-oldrel (x86_64): arules_1.7-8.tgz
Old sources: arules archive

Reverse dependencies:

Reverse depends: arc, arulesCBA, arulesNBMiner, arulesSequences, arulesViz, fdm2id, GroupBN, ibmdbR, qCBA, rCBA, recommenderlab
Reverse imports: aPEAR, arlclustering, clickstream, CLONETv2, CRE, discnorm, immcp, inTrees, opusminer, RareComb, rgnoisefilt, RKEEL, sbrl, TELP, TFARM
Reverse suggests: CBNplot, ctsem, fcaR, pmml, rattle, SurvivalTests

Linking:

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