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Implements the Quantitative Classification-based on Association Rules (QCBA) algorithm (<doi:10.1007/s10489-022-04370-x>). QCBA postprocesses rule classification models making them typically smaller and in some cases more accurate. Supported are 'CBA' implementations from 'rCBA', 'arulesCBA' and 'arc' packages, and 'CPAR', 'CMAR', 'FOIL2' and 'PRM' implementations from 'arulesCBA' package and 'SBRL' implementation from the 'sbrl' package. The result of the post-processing is an ordered CBA-like rule list.
| Version: | 1.0 |
| Depends: | R (≥ 2.7.0), arules (≥ 1.7-4), rJava (≥ 0.5-0), arulesCBA (≥ 1.2.5), arc (≥ 1.3), methods |
| Suggests: | rCBA (≥ 0.3.0), sbrl (≥ 1.4.0) |
| Published: | 2024-08-28 |
| DOI: | 10.32614/CRAN.package.qCBA |
| Author: | Tomáš Kliegr [aut, cre] |
| Maintainer: | Tomáš Kliegr <kliegr at gmail.com> |
| BugReports: | https://github.com/kliegr/QCBA/issues |
| License: | GPL-3 |
| URL: | https://github.com/kliegr/QCBA |
| NeedsCompilation: | no |
| SystemRequirements: | Java (>= 8) |
| Materials: | NEWS |
| CRAN checks: | qCBA results |
| Reference manual: | qCBA.pdf |
| Package source: | qCBA_1.0.tar.gz |
| Windows binaries: | r-devel: qCBA_1.0.zip, r-release: qCBA_1.0.zip, r-oldrel: qCBA_1.0.zip |
| macOS binaries: | r-release (arm64): qCBA_1.0.tgz, r-oldrel (arm64): qCBA_1.0.tgz, r-release (x86_64): qCBA_1.0.tgz, r-oldrel (x86_64): qCBA_1.0.tgz |
| Old sources: | qCBA archive |
| Reverse suggests: | arc |
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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.