R Observatory: Metrics for arulesCBA version 1.2.10

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

arulesCBA

1.2.10Package record

Classification Based on Association Rules

1packages dependsuggested by 2

17.1Kdownloads / year

85.3%test coverage

13/13flavors OK

Overview

About

Maintained by Michael HahslerCRAN page ↗GitHub ↗Website ↗Issues ↗

Provides the infrastructure for association rule-based classification including the algorithms CBA, CMAR, CPAR, C4.5, FOIL, PART, PRM, RCAR, and RIPPER to build associative classifiers. Hahsler et al (2019) doi:10.32614/RJ-2019-048.

Changes in 1.2.10

Modernized and added tests.
Corrected spelling and grammar.

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("arulesCBA", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mhahsler/arulesCBA")

Development version from mhahsler/arulesCBA. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-arulescba

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-arulesCBA

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-arulesCBA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.6 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.10

READMEYes · 861 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.2.10Citation fileYes · cites a publicationWebsiteYes · pkgdown

Cites an R Journal article

Help pages: 15 (1 internal)includes a package overview page
Examples that run: 93%13 run in a plain check · 1 never run
Exported functions with examples: 100%
Documented parameters: 77%
Return-value docs: 100%
Help pages citing references: 53%

Vignettes (1)

Getting started with arulesCBA

How these are measured

Downloads

17.1K

CRAN downloads in the past year

Rank #3,167 · ~47/day · ~1.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.1K30 days

3.8K90 days

17.1K1 year

Compare downloads with other packages →

Also on511 r2u29 autocran142 c2d4u

How downloads are counted

Repository

mhahsler/arulescba ↗Account: mhahslerFork of ianstenbit/arulesCBA

4Stars

2Forks

1Open PRs

6Releases

401Commits

5Commit identities

association-rulesclassification

401 commits · Last activity 2026-10-01 · 0% stars, 30d

Responsiveness

not measured

Stars over time

2025-02-04 · 32026-07-07 · 4

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/mhahsler/arulescba on 2026-10-11.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-04 · The repository has a site deploy workflow

pkgdown site last built 2026-10-04

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing arulesCBA adds 9 packages (4 with compiled code, 9.0 MB of source tarballs). Heaviest: glmnet 2.7 MB, Rcpp 1.8 MB, arules 1.8 MB.

Depends (3)

R >= 4.0.0Matrixarules

Imports (3)

methodsdiscretization glmnet

LinkingTo (0)

none

Suggests (6)

testthat mlbench rJava RWeka knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Depends 1

Suggested by 2

Depends, Imports or LinkingTo, most downloaded first

qCBA

Suggests, most downloaded first

arules tidybins

How these are counted

Code & Tests

Datasets

People & History

People (3)

Michael Hahsler

Ian Johnson

Author, Copyright holder

Tyler Giallanza

Contributor · added in 1.1.5

Previously maintained by Ian Johnson (1.0 to 1.1.6).

Releases (22)

Pick two releases to compare their code metrics.

1.2.10Latest
record
2026-10-01 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.2.9
record
2025-11-15 · diff ↗
1.2.8
record
2025-07-17 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.2.7
record
2024-05-15 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2.6
record
2024-04-16 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.2.5
record
2022-08-20 · diff ↗
1.2.4
record
2022-05-31 · diff ↗ ·
removed 1 export
rules

added 1 export
accuracy
1.2.3
record
2022-05-27 · diff ↗ ·
removed 2 exports
install_LUCS_KDD_CMAR, install_LUCS_KDD_CPAR

added 1 export
classes
1.2.2
record
2022-05-19 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.2.1
record
2021-11-20 · diff ↗ ·
removed 2 exports
bCBA, wCBA

added 4 exports
transactions2DF, transactionCoverage, uncoveredClassExamples, uncoveredMajorityClass
R
R 4.1.0 released · 2021-05-18

Show 17 earlier eventsHide 17 earlier events

R
R 4.0.0 released · 2020-04-24
1.2.0
record
2020-04-20 · diff ↗ ·
added 13 exports
FOIL, RIPPER_CBA, PART_CBA, C4.5_CBA, install_LUCS_KDD_CMAR, install_LUCS_KDD_CPAR, FOIL2, CPAR, PRM, CMAR, prepareTransactions, majorityClass, response
1.1.6
record
2020-01-08 · diff ↗
1.1.5
record
2019-11-12 · diff ↗ ·
added 3 exports
pruneCBA_M1, pruneCBA_M2, RCAR
R
R 3.6.0 released · 2019-04-26
1.1.4
record
2018-12-17 · diff ↗ ·
added 1 export
classFrequency
1.1.3-1
record
2018-04-24 · diff ↗ ·
added 2 exports
discretizeDF.supervised, mineCARs
R
R 3.5.0 released · 2018-04-23
1.1.3
record
2018-03-07 · diff ↗
1.1.2
record
2017-07-27 · diff ↗ ·
added 1 export
wCBA
R
R 3.4.0 released · 2017-04-21
1.1.1
record
2017-04-03 · diff ↗ ·
added 1 export
bCBA
1.1.0
record
2017-03-15 · diff ↗ ·
added 1 export
CBA_ruleset
1.0.2
record
2016-10-06 · diff ↗
1.0.1
record
2016-09-26 · diff ↗
1.0
record
2016-08-28
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-28
Total releases: 22 / 10 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.0.0
Bundled data: 48 KB / 2 files
Download size: 361 KB

Appears in task views

Model Deployment with R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("arulesCBA")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for arulesCBA version 1.2.10 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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