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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: | 1.7-9 |
Depends: | Matrix (≥ 1.4-0), R (≥ 4.0.0) |
Imports: | generics, graphics, methods, stats, utils |
Suggests: | arulesCBA, arulesViz, pmml, proxy, testthat, XML |
Published: | 2024-12-14 |
DOI: | 10.32614/CRAN.package.arules |
Author: | Michael Hahsler [aut, cre, cph], Christian Buchta [aut, cph], Bettina Gruen [aut, cph], Kurt Hornik [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 |
Reference manual: | arules.pdf |
Vignettes: |
Introduction to arules (source, R code) |
Package source: | arules_1.7-9.tar.gz |
Windows binaries: | r-devel: arules_1.7-9.zip, r-release: arules_1.7-9.zip, r-oldrel: arules_1.7-9.zip |
macOS binaries: | r-release (arm64): arules_1.7-9.tgz, r-oldrel (arm64): arules_1.7-9.tgz, r-release (x86_64): arules_1.7-9.tgz, r-oldrel (x86_64): arules_1.7-9.tgz |
Old sources: | arules archive |
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, nuggets, pmml, rattle, SurvivalTests |
Please use the canonical form https://CRAN.R-project.org/package=arules to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.