Package: RulesTools 0.1.1
Nikolett Toth
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>.
Authors:
RulesTools_0.1.1.tar.gz
RulesTools_0.1.1.zip(r-4.5)RulesTools_0.1.1.zip(r-4.4)RulesTools_0.1.1.zip(r-4.3)
RulesTools_0.1.1.tgz(r-4.5-any)RulesTools_0.1.1.tgz(r-4.4-any)RulesTools_0.1.1.tgz(r-4.3-any)
RulesTools_0.1.1.tar.gz(r-4.5-noble)RulesTools_0.1.1.tar.gz(r-4.4-noble)
RulesTools_0.1.1.tgz(r-4.4-emscripten)RulesTools_0.1.1.tgz(r-4.3-emscripten)
RulesTools.pdf |RulesTools.html✨
RulesTools/json (API)
| # Install 'RulesTools' in R: |
| install.packages('RulesTools', repos = c('https://nikolett0203.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/nikolett0203/rulestools/issues
- BrookTrout - Brook Trout eDNA and Environmental Data
Last updated 2 months agofrom:bc04c75eb8. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 28 2025 |
| R-4.5-win | OK | Feb 28 2025 |
| R-4.5-mac | OK | Feb 28 2025 |
| R-4.5-linux | OK | Feb 28 2025 |
| R-4.4-win | OK | Feb 28 2025 |
| R-4.4-mac | OK | Feb 28 2025 |
| R-4.3-win | OK | Feb 28 2025 |
| R-4.3-mac | OK | Feb 28 2025 |
Exports:compare_rulesdtize_coldtize_dfrule_eulerrule_heatmap
Dependencies:arulesbackportsbitbit64bootbroomclicliprcodetoolscolorspacecpp11crayondplyreulerrfansifarverforcatsforeachgenericsGenSAggplot2glmnetgluegtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatrixmgcvmiceminqamitmlmunsellnlmenloptrnnetnumDerivordinalpanpillarpkgconfigpolyclippolylabelrprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrpartscalesshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Brook Trout eDNA and Environmental Data | BrookTrout |
| Compare Association Rule Sets and Find Their Intersections | compare_rules |
| Discretize a Numeric Column | dtize_col |
| Discretize Dataframe Columns | dtize_df |
| Create an Euler Diagram for Association Rules | rule_euler |
| Create a Heatmap for Association Rules | rule_heatmap |