R Observatory: Metrics for rules version 1.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rules

1.0.3

Model Wrappers for Rule-Based Models

4packages depend

44Kdownloads / year

60.6%test coverage

13/13checks pass

Overview

About

Maintained by Emil HvitfeldtFirst published 2020-05-2011 releasesCRAN page ↗GitHub ↗

Bindings for additional models for use with the 'parsnip' package. Models include prediction rule ensembles (Friedman and Popescu, 2008) doi:10.1214/07-AOAS148, C5.0 rules (Quinlan, 1992 ISBN: 1558602380), and Cubist (Kuhn and Johnson, 2013) doi:10.1007/978-1-4614-6849-3.

Install

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

install.packages("rules", 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("tidymodels/rules")

Development version from tidymodels/rules. 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-rules

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-rules

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-rules

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.19

60.6%

Coverage · measured lines

100%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 264 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 50%
Return-value docs: 33%
References docs: 0%

Downloads

44K

CRAN downloads in the past year

Rank #2,237 · ~121/day · ~3.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

8.9K90 days

44K1 year

Compare downloads with other packages →

Also on582 r2u15 autocran48 c2d4u

Repository

GitHub ↗ tidymodels/rules

42Stars

7Forks

2Open issues

1Open PRs

10Releases

249Commits

10Contributors

249 commits · Last activity 2026-06-09 · 0% stars, 30d

Stars over time

2025-05-13 · 402026-07-07 · 42

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tidymodels/rules on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Show all practices

Coverage (2)

Codecov.covrignore

Governance and community (2)

Issue templatesSupport guide

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Depends (2)

R >= 4.1parsnip

Imports (10)

cli dials dplyr generics purrr rlangstatsstringr tidyrutils

LinkingTo (0)

none

Suggests (11)

C50 covr Cubist knitr modeldata recipes rmarkdown spelling testthat tibble xrf

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

0indirect

finnts Cubist tidyAML viralx

Code & Tests

People & History

People (3)

Maintainer (1)

Emil Hvitfeldt

Author, Maintainer · added in 1.0.0

Authors (2)

Emil Hvitfeldt

Author, Maintainer · added in 1.0.0

Max Kuhn

Author

Copyright holders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.0.2

Funders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.0.2

Listed in earlier versions (2)

RStudio

no longer listed · 0.0.1 to 1.0.0

Posit Software PBC

no longer listed · 1.0.1

Package Timeline

11 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.3Latest
2026-01-27 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.2
2023-03-09 · diff ↗
1.0.1
2023-01-17 · diff ↗
1.0.0
2022-06-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.0
2022-03-14 · diff ↗
0.1.2
2021-08-08 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.1
2021-01-16 · diff ↗
0.1.0
2020-10-28 · diff ↗
0.0.3
2020-10-02 · diff ↗
0.0.2
2020-06-10 · diff ↗

Show 2 earlier events

0.0.1
2020-05-20
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-05-20
Total releases: 11 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 78 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rules")

Format

Hvitfeldt, E., Posit Software, PBC, & Kuhn, M. (2026). rules: Model Wrappers for Rule-Based Models (Version 1.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.rules

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 rules version 1.0.3 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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