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:Nikolett Toth [aut, cre], Jarrett Phillips [ctb]

RulesTools_0.1.1.tar.gz
RulesTools_0.1.1.zip(r-4.7)RulesTools_0.1.1.zip(r-4.6)RulesTools_0.1.1.zip(r-4.5)
RulesTools_0.1.1.tgz(r-4.6-any)RulesTools_0.1.1.tgz(r-4.5-any)
RulesTools_0.1.1.tar.gz(r-4.6-any)RulesTools_0.1.1.tar.gz(r-4.5-any)
RulesTools_0.1.1.tgz(r-4.5-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

Datasets:

BrookTrout - Brook Trout eDNA and Environmental Data

On CRAN:

2.70 score 220 downloads 5 exports 77 dependencies

Last updated from:bc04c75eb8. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	191
source / vignettes	OK	207
linux-release-x86_64	OK	159
macos-release-arm64	OK	188
macos-oldrel-arm64	OK	166
windows-devel	OK	137
windows-release	OK	116
windows-oldrel	OK	168
wasm-release	OK	131

Exports:compare_rules dtize_col dtize_df rule_euler rule_heatmap

Dependencies:arules backports bit bit64 boot broom cli clipr codetools cpp11 crayon dplyr eulerr farver forcats foreach generics GenSA ggplot2 glmnet glue gtable haven hms isoband iterators jomo labeling lattice lifecycle lme4 magrittr MASS Matrix mice minqa mitml nlme nloptr nnet numDeriv ordinal pan pillar pkgconfig polyclip polylabelr prettyunits progress purrr R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack readr reformulas rlang rpart S7 scales shape stringi stringr survival tibble tidyr tidyselect tzdb ucminf utf8 vctrs viridisLite vroom withr

Citation

Development and contributors

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