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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>).
Version: | 0.51-4 |
Depends: | R (≥ 3.5.0), cluster, MASS |
Imports: | ade4, e1071, grDevices, graphics, stats, utils |
Suggests: | mlbench, testthat |
Published: | 2024-06-26 |
DOI: | 10.32614/CRAN.package.clusterSim |
Author: | Marek Walesiak |
Maintainer: | Andrzej Dudek <andrzej.dudek at ue.wroc.pl> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
Citation: | clusterSim citation info |
In views: | Cluster |
CRAN checks: | clusterSim results |
Reference manual: | clusterSim.pdf |
Package source: | clusterSim_0.51-4.tar.gz |
Windows binaries: | r-devel: clusterSim_0.51-4.zip, r-release: clusterSim_0.51-4.zip, r-oldrel: clusterSim_0.51-4.zip |
macOS binaries: | r-release (arm64): clusterSim_0.51-4.tgz, r-oldrel (arm64): clusterSim_0.51-4.tgz, r-release (x86_64): clusterSim_0.51-4.tgz, r-oldrel (x86_64): clusterSim_0.51-4.tgz |
Old sources: | clusterSim archive |
Reverse depends: | mdsOpt, symbolicDA |
Reverse imports: | clusEvol, comato, diceR, hclusteasy, ulrb, WormTensor |
Reverse suggests: | FCPS, mlr, spectralGraphTopology |
Please use the canonical form https://CRAN.R-project.org/package=clusterSim to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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