Package: clusterSim
Title: Searching for Optimal Clustering Procedure for a Data Set
Version: 0.51-6
Date: 2026-01-20
Authors@R: c(person(given = "Marek", 
           family = "Walesiak", 
           role = c("aut"),
           email = "marek.walesiak@ue.wroc.pl",
           comment=c(ORCID = "0000-0003-0922-2323")),
           person(given = "Andrzej",
           family = "Dudek",
           role = c("aut","cre"),
           email = "andrzej.dudek@ue.wroc.pl",
           comment = c(ORCID = "0000-0002-4943-8703")))
Maintainer: Andrzej Dudek <andrzej.dudek@ue.wroc.pl>
Depends: R (>= 3.5.0), cluster, MASS
Imports: ade4, e1071, grDevices, graphics, stats, utils
Suggests: mlbench, testthat
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) <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>).
License: GPL (>= 2)
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2026-01-19 12:01:12 UTC; andrzej
Author: Marek Walesiak [aut] (ORCID: <https://orcid.org/0000-0003-0922-2323>),
  Andrzej Dudek [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-4943-8703>)
Repository: CRAN
Date/Publication: 2026-01-19 12:40:02 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2026-03-17 03:46:32 UTC; windows
Archs: x64
