RulesTools: Preparing, Analyzing, and Visualizing Association Rules
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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=RulesTools
to link to this page.