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 |
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