arulesCBA: Classification Based on Association Rules

Provides the infrastructure for association rule-based classification including the algorithms CBA, CMAR, CPAR, C4.5, FOIL, PART, PRM, RCAR, and RIPPER to build associative classifiers. Hahsler et al (2019) <doi:10.32614/RJ-2019-048>.

Version: 1.2.7
Depends: R (≥ 4.0.0), Matrix (≥ 1.4-0), arules (≥ 1.7-4)
Imports: methods, discretization (≥ 1.0-1), glmnet (≥ 3.0-0)
Suggests: testthat, mlbench, rJava, RWeka
Published: 2024-05-15
DOI: 10.32614/CRAN.package.arulesCBA
Author: Michael Hahsler ORCID iD [aut, cre, cph], Ian Johnson [aut, cph], Tyler Giallanza [ctb]
Maintainer: Michael Hahsler <mhahsler at>
License: GPL-3
NeedsCompilation: yes
SystemRequirements: Java (>= 8)
Citation: arulesCBA citation info
Materials: README NEWS
In views: ModelDeployment
CRAN checks: arulesCBA results


Reference manual: arulesCBA.pdf


Package source: arulesCBA_1.2.7.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): arulesCBA_1.2.7.tgz, r-oldrel (arm64): arulesCBA_1.2.7.tgz, r-release (x86_64): arulesCBA_1.2.7.tgz, r-oldrel (x86_64): arulesCBA_1.2.7.tgz
Old sources: arulesCBA archive

Reverse dependencies:

Reverse suggests: arules, qCBA, tidybins


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