R Observatory: Metrics for clevr version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

clevr

0.1.2Package record

Clustering and Link Prediction Evaluation in R

0packages depend

3.8Kdownloads / year

83.4%test coverage

13/13flavors OK

Overview

About

Maintained by Neil MarchantCRAN page ↗GitHub ↗Issues ↗

Tools for evaluating link prediction and clustering algorithms with respect to ground truth. Includes efficient implementations of common performance measures such as pairwise precision/recall, cluster homogeneity/completeness, variation of information, Rand index etc.

Changes in 0.1.2

Address compatibility issue with Matrix 1.6-2 release

From NEWS.md in the release

Install

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

install.packages("clevr", 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("cleanzr/clevr")

Development version from cleanzr/clevr. 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-clevr

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-clevr

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-clevr

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: 3.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.2

READMEYes · 139 wordsVignettesNoNEWSYes · 100% structured · mentions 0.1.2Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 22 (1 internal)includes a package overview page
Examples that run: 100%21 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 29%
Help pages citing references: 41%

How these are measured

Downloads

3.8K

CRAN downloads in the past year

Rank #9,492 · ~11/day · ~319/mo

Releases R versions

Daily download trend is not available in this view yet.

31930 days

1K90 days

3.8K1 year

Compare downloads with other packages →

Also on417 r2u8 autocran559 conda_forge

How downloads are counted

Repository

cleanzr/clevr ↗Organization: cleanzr

15Stars

3Forks

1Open issues

0Open PRs

3Releases

38Commits

3Commit identities

clustering-evaluationrecord-linkagelink-predictionentity-resolutionr-packageevaluation-metrics

License file reads as GPL-2.0 · 38 commits · Last activity 2023-09-16 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 3

Stars over time

2025-10-18 · 142026-07-07 · 15

How these are measured

PracticesBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/cleanzr/clevr on 2026-10-21.

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing clevr adds 2 packages (1 with compiled code, 16 MB of source tarballs). Heaviest: BH 14 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.0.2

Imports (3)

RcppstatsMatrix

LinkingTo (2)

Rcpp BH

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Neil Marchant

Author, Maintainer since 0.1.1 (2020)

Rebecca Steorts

Author

Olivier Binette

Contributor · added in 0.1.2

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1.2Latest
record
2023-09-16 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.1
record
2020-12-04
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-12-04
Total releases: 2 / 6 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.0.2
Download size: 23 KB

Appears in task views

Official Statistics & Survey Statistics

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("clevr")

Format

Marchant, N., Binette, O., & Steorts, R. (2023). clevr: Clustering and Link Prediction Evaluation in R (Version 0.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.clevr

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 clevr version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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