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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 suggests: | qCBA |
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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.