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clusterSim  

Searching for Optimal Clustering Procedure for a Data Set
View on CRAN: Click here


Download and install clusterSim package within the R console
Install from CRAN:
install.packages("clusterSim")

Install from Github:
library("remotes")
install_github("cran/clusterSim")

Install by package version:
library("remotes")
install_version("clusterSim", "0.51-6")



Attach the package and use:
library("clusterSim")
Maintained by
Andrzej Dudek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2007-02-17
Latest Update: 2024-09-14
Description:
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) , HUBERT, L., ARABIE, P. (1985) , RAND, W.M. (1971) , JAJUGA, K., WALESIAK, M. (2000) , MILLIGAN, G.W., COOPER, M.C. (1988) , JAJUGA, K., WALESIAK, M., BAK, A. (2003) , DAVIES, D.L., BOULDIN, D.W. (1979) , CALINSKI, T., HARABASZ, J. (1974) , HUBERT, L. (1974) , TIBSHIRANI, R., WALTHER, G., HASTIE, T. (2001) , BRECKENRIDGE, J.N. (2000) , WALESIAK, M., DUDEK, A. (2008) ).
How to cite:
Andrzej Dudek (2007). clusterSim: Searching for Optimal Clustering Procedure for a Data Set. R package version 0.51-6, https://cran.r-project.org/web/packages/clusterSim. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.30-6 (2007-02-17 09:57), 0.30-7 (2007-02-17 14:46), 0.30-9 (2007-05-01 21:05), 0.32-3 (2007-09-25 20:03), 0.33-1 (2007-10-12 10:15), 0.34-1 (2008-02-11 21:26), 0.34-3 (2008-04-04 08:31), 0.36-1 (2008-05-03 15:42), 0.36-3 (2008-10-14 21:50), 0.36-4 (2009-03-11 18:02), 0.36-6 (2009-10-23 13:00), 0.37-1 (2010-01-27 11:51), 0.38-1 (2010-05-25 19:08), 0.38-2 (2010-12-10 16:02), 0.39-2 (2011-02-01 17:46), 0.40-5 (2011-08-03 08:26), 0.40-6 (2011-08-23 07:11), 0.41-5 (2012-03-01 17:32), 0.41-7 (2012-10-16 15:43), 0.41-8 (2012-12-19 19:02), 0.42-1 (2013-08-02 16:31), 0.43-1 (2013-11-02 22:16), 0.43-3 (2014-01-09 11:15), 0.43-4 (2014-02-27 23:27), 0.43-5 (2014-07-07 16:12), 0.44-1 (2014-12-09 10:10), 0.44-2 (2015-03-14 08:09), 0.44-4 (2016-08-02 16:59), 0.44-5 (2016-08-04 12:42), 0.45-1 (2016-11-01 16:48), 0.45-2 (2017-03-31 11:55), 0.46-1 (2017-09-11 11:02), 0.46-2 (2017-09-21 21:35), 0.47-1 (2017-11-30 19:11), 0.47-2 (2018-10-04 09:20), 0.47-3 (2018-11-28 12:20), 0.47-4 (2019-05-24 12:50), 0.48-1 (2019-11-05 19:20), 0.48-2 (2019-11-21 15:50), 0.48-3 (2019-12-13 12:30), 0.49-1 (2020-07-20 22:20), 0.49-2 (2021-01-06 17:01), 0.50-1 (2022-05-25 01:50), 0.51-1 (2023-04-03 17:10), 0.51-2 (2023-04-14 11:30), 0.51-3 (2023-06-10 20:30), 0.51-4 (2024-06-26 17:30), 0.51-5 (2024-09-14 16:50)
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Functions, R codes and Examples using the clusterSim R package
Some associated functions:
Some associated R codes: Full clusterSim package functions and examples
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