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Streamlines data preprocessing, analysis, and visualization for association rule mining. Designed to work with the 'arules' package, features include discretizing data frames, generating rule set intersections, and visualizing rules with heatmaps and Euler diagrams. 'RulesTools' also includes a dataset on Brook trout detection from Nolan et al. (2022) <doi:10.1007/s13412-022-00800-x>.
| Version: | 0.1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | mice, arules, ggplot2, tidyr, eulerr, magrittr |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, roxygen2 (≥ 7.1.0) |
| Published: | 2025-01-28 |
| DOI: | 10.32614/CRAN.package.RulesTools |
| Author: | Nikolett Toth [aut, cre], Jarrett Phillips [ctb] |
| Maintainer: | Nikolett Toth <rules.tools.pkg at gmail.com> |
| BugReports: | https://github.com/nikolett0203/RulesTools/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/nikolett0203/RulesTools |
| NeedsCompilation: | no |
| Citation: | RulesTools citation info |
| Materials: | README |
| CRAN checks: | RulesTools results |
| Reference manual: | RulesTools.pdf |
| Package source: | RulesTools_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: RulesTools_0.1.1.zip, r-oldrel: RulesTools_0.1.1.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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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.