clusterSim

0.51-6

Searching for Optimal Clustering Procedure for a Data Set

12packages depend

78.1Kdownloads / year

7.2%test coverage

13/13checks pass

Overview

About

Maintained by Andrzej DudekFirst published 2007-02-1749 releasesCRAN page ↗

Distance measures (GDM1, GDM2, Sokal-Michener, Bray-Curtis, for symbolic interval-valued data), cluster quality indices (Calinski-Harabasz, Baker-Hubert, Hubert-Levine, Silhouette, Krzanowski-Lai, Hartigan, Gap, Davies-Bouldin), data normalization formulas (metric data, interval-valued symbolic data), data generation (typical and non-typical data), HINoV method, replication analysis, linear ordering methods, spectral clustering, agreement indices between two partitions, plot functions (for categorical and symbolic interval-valued data). (MILLIGAN, G.W., COOPER, M.C. (1985) doi:10.1007/BF02294245, HUBERT, L., ARABIE, P. (1985) doi:10.1007%2FBF01908075, RAND, W.M. (1971) doi:10.1080/01621459.1971.10482356, JAJUGA, K., WALESIAK, M. (2000) doi:10.1007/978-3-642-57280-7_11, MILLIGAN, G.W., COOPER, M.C. (1988) doi:10.1007/BF01897163, JAJUGA, K., WALESIAK, M., BAK, A. (2003) doi:10.1007/978-3-642-55721-7_12, DAVIES, D.L., BOULDIN, D.W. (1979) doi:10.1109/TPAMI.1979.4766909, CALINSKI, T., HARABASZ, J. (1974) doi:10.1080/03610927408827101, HUBERT, L. (1974) doi:10.1080/01621459.1974.10480191, TIBSHIRANI, R., WALTHER, G., HASTIE, T. (2001) doi:10.1111/1467-9868.00293, BRECKENRIDGE, J.N. (2000) doi:10.1207/S15327906MBR3502_5, WALESIAK, M., DUDEK, A. (2008) doi:10.1007/978-3-540-78246-9_11).

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

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

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

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-clustersim

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

# 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-clusterSim

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

Health

CRAN checks

13OK

Slowest check: 2.4 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

78.1K

CRAN downloads in the past year

Rank #1,638 · ~214/day · ~6.5K/mo

clusterSim Releases R versions

Daily download trend is not available in this view yet.

3.2K30 days

16.7K90 days

78.1K1 year

Compare downloads with other packages →

Also on643 r2u127 autocran5.5K conda_forge76 c2d4u

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.5.0clusterMASS

Imports (6)

ade4 e1071grDevicesgraphicsstatsutils

LinkingTo (0)

none

Suggests (2)

mlbench testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

12direct

0indirect

mdsOpt symbolicDA clusEvol comato hclusteasy immunaut mccca ulrb warehouseTools FCPS RelativeDistClust mlr

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Andrzej Dudek

Author, Maintainer · added in 0.47-1

Authors (2)

Andrzej Dudek

Author, Maintainer · added in 0.47-1

Marek Walesiak

Author · added in 0.47-1

Listed in earlier versions (2)

Marek Walesiak Andrzej Dudek <Andrzej.Dudek@ae.jgora.pl>

no longer listed · 0.30-6 to 0.36-1

Marek Walesiak Andrzej Dudek <andrzej.dudek@ue.wroc.pl>

no longer listed · 0.36-3 to 0.46-2

Package Timeline

49 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.51-6Latest
2026-01-19 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.51-5
2024-09-14 · diff ↗
0.51-4
2024-06-26 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.51-3
2023-06-10 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.51-2
2023-04-14 · diff ↗
0.51-1
2023-04-03 · diff ↗
0.50-1
2022-05-25 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.49-2
2021-01-06 · diff ↗
0.49-1
2020-07-20 · diff ↗
R
R 4.0.0 released · 2020-04-24

Show 59 earlier events

0.48-3
2019-12-13 · diff ↗
0.48-2
2019-11-21 · diff ↗
0.48-1
2019-11-05 · diff ↗
0.47-4
2019-05-24 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.47-3
2018-11-28 · diff ↗
0.47-2
2018-10-04 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.47-1
2017-11-30 · diff ↗
0.46-2
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0.46-1
2017-09-11 · diff ↗
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R 3.4.0 released · 2017-04-21
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0.45-1
2016-11-01 · diff ↗
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R 3.3.0 released · 2016-05-03
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R 3.2.0 released · 2015-04-16
0.44-2
2015-03-14 · diff ↗
0.44-1
2014-12-09 · diff ↗
0.43-5
2014-07-07 · diff ↗
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R 3.1.0 released · 2014-04-10
0.43-4
2014-02-27 · diff ↗
0.43-3
2014-01-09 · diff ↗
0.43-1
2013-11-02 · diff ↗
0.42-1
2013-08-02 · diff ↗
R
R 3.0.0 released · 2013-04-03
0.41-8
2012-12-19 · diff ↗
0.41-7
2012-10-16 · diff ↗
R
R 2.15.0 released · 2012-03-30
0.41-5
2012-03-01 · diff ↗
R
R 2.14.0 released · 2011-10-31
0.40-6
2011-08-23 · diff ↗
0.40-5
2011-08-03 · diff ↗
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R 2.13.0 released · 2011-04-13
0.39-2
2011-02-01 · diff ↗
0.38-2
2010-12-10 · diff ↗
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R 2.12.0 released · 2010-10-15
0.38-1
2010-05-25 · diff ↗
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R 2.11.0 released · 2010-04-22
0.37-1
2010-01-27 · diff ↗
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R 2.10.0 released · 2009-10-26
0.36-6
2009-10-23 · diff ↗
R
R 2.9.0 released · 2009-04-17
0.36-4
2009-03-11 · diff ↗
R
R 2.8.0 released · 2008-10-20
0.36-3
2008-10-14 · diff ↗
0.36-1
2008-05-03 · diff ↗
R
R 2.7.0 released · 2008-04-22
0.34-3
2008-04-04 · diff ↗
0.34-1
2008-02-11 · diff ↗
0.33-1
2007-10-12 · diff ↗
R
R 2.6.0 released · 2007-10-03
0.32-3
2007-09-25 · diff ↗
0.30-9
2007-05-01 · diff ↗
R
R 2.5.0 released · 2007-04-24
0.30-7
2007-02-17 · diff ↗
0.30-6
2007-02-17
R
R 2.4.0 released · 2006-10-03

Package metadata

First published: 2007-02-17
Total releases: 49 / 19 yrs
License: GPL (>= 2) OSI
Download size: 3.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Cluster Analysis & Finite Mixture Models

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