rCBA: CBA Classifier

Provides implementations of a classifier based on the "Classification Based on Associations" (CBA). It can be used for building classification models from association rules. Rules are pruned in the order of precedence given by the sort criteria and a default rule is added. The final classifier labels provided instances. CBA was originally proposed by Liu, B. Hsu, W. and Ma, Y. Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI. pp80-86 (1998, ISBN:1-57735-070-7).

Version: 0.4.3
Depends: R (≥ 3.1.3), rJava, arules
Imports: R.utils, TunePareto, methods, stats, utils
Published: 2019-05-29
DOI: 10.32614/CRAN.package.rCBA
Author: Jaroslav Kuchar [aut, cre], Tomas Kliegr [ctb]
Maintainer: Jaroslav Kuchar <jaroslav.kuchar at gmail.com>
BugReports: https://github.com/jaroslav-kuchar/rCBA/issues
License: Apache License (== 2.0)
URL: https://github.com/jaroslav-kuchar/rCBA
NeedsCompilation: no
SystemRequirements: Java (>= 8)
Materials: NEWS
CRAN checks: rCBA results


Reference manual: rCBA.pdf


Package source: rCBA_0.4.3.tar.gz
Windows binaries: r-devel: rCBA_0.4.3.zip, r-release: rCBA_0.4.3.zip, r-oldrel: rCBA_0.4.3.zip
macOS binaries: r-release (arm64): rCBA_0.4.3.tgz, r-oldrel (arm64): rCBA_0.4.3.tgz, r-release (x86_64): rCBA_0.4.3.tgz, r-oldrel (x86_64): rCBA_0.4.3.tgz
Old sources: rCBA archive

Reverse dependencies:

Reverse suggests: qCBA


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