clusterSim: 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) <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>, CORMACK, R.M. (1971) <doi:10.2307/2344237>, JAJUGA, K., WALESIAK, M., BAK, A. (2003) <doi:10.1007/978-3-642-55721-7_12>, CARMONE, F.J., KARA, A., MAXWELL, S. (1999) <doi:10.2307/3152003>, 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>, KRZANOWSKI, W.J., LAI, Y.T. (1988) <doi:10.2307/2531893>, BRECKENRIDGE, J.N. (2000) <doi:10.1207/S15327906MBR3502_5>, WALESIAK, M., DUDEK, A. (2008) <doi:10.1007/978-3-540-78246-9_11>).

Version: 0.46-1
Depends: cluster, MASS
Imports: ade4, e1071, rgl, R2HTML, modeest, grDevices, graphics, stats, utils
Suggests: mlbench, testthat
Published: 2017-09-11
Author: Marek Walesiak Andrzej Dudek
Maintainer: Andrzej Dudek <andrzej.dudek at ue.wroc.pl>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://keii.ue.wroc.pl/clusterSim
NeedsCompilation: yes
In views: Cluster, Multivariate
CRAN checks: clusterSim results

Downloads:

Reference manual: clusterSim.pdf
Package source: clusterSim_0.46-1.tar.gz
Windows binaries: r-devel: clusterSim_0.46-1.zip, r-release: clusterSim_0.46-1.zip, r-oldrel: clusterSim_0.46-1.zip
OS X El Capitan binaries: r-release: clusterSim_0.46-1.tgz
OS X Mavericks binaries: r-oldrel: clusterSim_0.46-1.tgz
Old sources: clusterSim archive

Reverse dependencies:

Reverse depends: emma, mdsOpt, symbolicDA
Reverse imports: comato, conjoint
Reverse suggests: mlr

Linking:

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