R Observatory: Metrics for applicable version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

applicable

0.2.1Package record

A Compilation of Applicability Domain Methods

0packages dependsuggested by 1

26.1Kdownloads / year

99.8%test coverage

13/13flavors OK

Overview

About

Maintained by Marly GottiCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

A modeling package compiling applicability domain methods in R. It combines different methods to measure the amount of extrapolation new samples can have from the training set. See doi:10.4018/IJQSPR.2016010102 for an overview of applicability domains.

Install

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

install.packages("applicable", 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/applicable")

Development version from tidymodels/applicable. 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-applicable

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-applicable

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-applicable

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: 2.7 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.1

READMEYes · 264 wordsVignettes· In the repository, left out of the releaseNEWS· In the repository, left out of the releaseCitation fileNoWebsiteYes · pkgdown

Help pages: 18 (1 internal)includes a package overview page
Examples that run: 87%13 run in a plain check (2 of them under a condition) · 2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 86%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 11%

How these are measured

Downloads

26.1K

CRAN downloads in the past year

Rank #2,524 · ~72/day · ~2.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

2K30 days

6.3K90 days

26.1K1 year

Compare downloads with other packages →

Also on125 r2u40 autocran

How downloads are counted

Repository

tidymodels/applicable ↗Organization: tidymodels

48Stars

10Forks

9Open issues

2Open PRs

2Releases

551Commits

8Commit identities

551 commits · Last activity 2026-02-28 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 77%
Median days to close, 50 most recently updated closed issues: 7
Median days to close, 50 most recently updated closed PRs: 6

Stars over time

2024-11-27 · 472026-07-07 · 48

How these are measured

PracticesBeta

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

Checks run against github.com/tidymodels/applicable on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-02-28 · The repository has a site deploy workflow

pkgdown site last built 2026-02-28

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (1)

cran-comments.md

Lint, format, editor (4)

Lint workflowAirVS CodeRStudio project

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Installing applicable adds 34 packages (19 with compiled code, 32 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, Rcpp 1.8 MB.

Depends (2)

R >= 4.1ggplot2

Imports (12)

dplyr glue hardhatMatrixproxyC purrr rlangstatstibble tidyr tidyselectutils

LinkingTo (0)

none

Suggests (9)

covr isotree knitr modeldata recipes (>= 1.0.10)rmarkdown spelling testthat xml2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

waywiser

How these are counted

Code & Tests

Datasets

People & History

People (3)

Marly Gotti

Author, Maintainer since 0.0.1 (2020)

Max Kuhn

Author

Posit Software, PBC

Copyright holder, Funder · added in 0.2.1

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 0.1.1

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2026-02-24
0.2.1Latest
record
2026-02-24 · current release · diff ↗
archivedRemoved from CRAN
2026-01-31
issues were not corrected despite reminders
R
R 4.5.0 released · 2025-04-11
0.1.1
record
2024-04-25 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.0
record
2022-08-20 · diff ↗ ·
added 1 export
apd_isolation
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
unarchivedReturned to CRAN
2020-07-12
0.0.1.2
record
2020-07-12 · diff ↗
archivedRemoved from CRAN
2020-07-08
check problems were not corrected in time
0.0.1.1
record
2020-06-15 · diff ↗
0.0.1
record
2020-05-25

Show 1 earlier eventHide 1 earlier event

R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-05-25
Total releases: 6 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Bundled data: 208 KB / 4 files
Download size: 272 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("applicable")

Format

Gotti, M., Posit Software, PBC, & Kuhn, M. (2026). applicable: A Compilation of Applicability Domain Methods (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.applicable

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 applicable version 0.2.1 [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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