R Observatory: Metrics for Clustering version 1.7.10

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Clustering

1.7.10

Techniques for Evaluating Clustering

0packages depend

10.1Kdownloads / year

0.0%test coverage

11/13checks pass

Overview

About

Maintained by Luis Alfonso Perez MartosFirst published 2020-03-3116 releasesCRAN page ↗GitHub ↗

The design of this package allows us to run different clustering packages and compare the results between them, to determine which algorithm behaves best from the data provided. See Martos, L.A.P., García-Vico, Á.M., González, P. et al.(2023) doi:10.1007/s13748-022-00294-2 "Clustering: an R library to facilitate the analysis and comparison of cluster algorithms.", Martos, L.A.P., García-Vico, Á.M., González, P. et al. "A Multiclustering Evolutionary Hyperrectangle-Based Algorithm" doi:10.1007/s44196-023-00341-3 and L.A.P., García-Vico, Á.M., González, P. et al. "An Evolutionary Fuzzy System for Multiclustering in Data Streaming" doi:10.1016/j.procs.2023.12.058.

Install

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

install.packages("Clustering", 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("laperez/clustering")

Development version from laperez/clustering. 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-clustering

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-Clustering

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-Clustering

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 3.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.01

0.0%

Coverage · measured lines

100%

Documentation · exports

20

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

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

Downloads

10.1K

CRAN downloads in the past year

Rank #4,808 · ~28/day · ~839/mo

Releases R versions

Daily download trend is not available in this view yet.

25430 days

1.6K90 days

10.1K1 year

Compare downloads with other packages →

Also on115 r2u20 autocran

Repository

GitHub ↗ laperez/clustering

4Stars

1Forks

0Open issues

0Open PRs

0Releases

41Commits

4Contributors

41 commits · Last activity 2024-04-22

Stars over time

2025-01-02 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/laperez/clustering on 2026-08-16.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (20)

amap apclusterclusterClusterR data.table dplyr foreach future ggplot2 gmpmethodspracma pvclust shiny sqldfstatstoolsutilsxtable toOrdinal

LinkingTo (0)

none

Suggests (8)

DT shinyalert shinyFiles shinyjs shinythemes shinyWidgets tidyverse shinycssloaders

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (2)

Luis Alfonso Perez Martos

no longer listed · 1.0 to 1.7.7

Luis Alfonso Perez Martos ()

no longer listed · 1.7.10

Package Timeline

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

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
1.7.10Latest
2024-04-22 · current release · diff ↗
unarchivedReturned to CRAN
2024-04-22
archivedRemoved from CRAN
2024-04-20
issues were not corrected despite reminders
R
R 4.3.0 released · 2023-04-21
1.7.7
2022-06-22 · diff ↗
unarchivedReturned to CRAN
2022-06-22
archivedRemoved from CRAN
2022-05-25
requires archived package 'abvclust'
R
R 4.2.0 released · 2022-04-22
1.7.6
2022-04-19 · diff ↗
1.7.5
2021-12-14 · diff ↗
1.7.4
2021-12-08 · diff ↗
1.7.3
2021-09-22 · diff ↗
unarchivedReturned to CRAN
2021-09-22

Show 14 earlier events

archivedRemoved from CRAN
2021-05-31
depends on archived package 'gama'
R
R 4.1.0 released · 2021-05-18
1.7.2
2021-01-07 · diff ↗
1.7.1
2020-12-04 · diff ↗
1.7
2020-10-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.6
2020-04-23 · diff ↗
1.5
2020-04-22 · diff ↗
1.4
2020-04-17 · diff ↗
1.3
2020-04-16 · diff ↗
1.2
2020-04-11 · diff ↗
1.1
2020-04-05 · diff ↗
1.0
2020-03-31
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-03-31
Total releases: 16 / 6 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 25 KB / 5 files
Download size: 89 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Clustering")

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 Clustering version 1.7.10 [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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