Searching for Optimal Clustering Procedure for a Data Set

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, 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) , CORMACK, R.M. (1971) , JAJUGA, K., WALESIAK, M., BAK, A. (2003) , CARMONE, F.J., KARA, A., MAXWELL, S. (1999) , DAVIES, D.L., BOULDIN, D.W. (1979) , CALINSKI, T., HARABASZ, J. (1974) , HUBERT, L. (1974) , TIBSHIRANI, R., WALTHER, G., HASTIE, T. (2001) , KRZANOWSKI, W.J., LAI, Y.T. (1988) , BRECKENRIDGE, J.N. (2000) , WALESIAK, M., DUDEK, A. (2008) ).


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install.packages("clusterSim")

0.46-1 by Andrzej Dudek, 9 days ago


http://keii.ue.wroc.pl/clusterSim


Browse source code at https://github.com/cran/clusterSim


Authors: Marek Walesiak <marek.walesiak@ue.wroc.pl> Andrzej Dudek <andrzej.dudek@ue.wroc.pl>


Documentation:   PDF Manual  


Task views: Cluster Analysis & Finite Mixture Models, Multivariate Statistics


GPL (>= 2) license


Imports ade4, e1071, rgl, R2HTML, modeest, grDevices, graphics, stats, utils

Depends on cluster, MASS

Suggests mlbench, testthat


Imported by comato, conjoint.

Depended on by emma, mdsOpt, symbolicDA.

Suggested by mlr.


See at CRAN