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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: | 0.51-3 |
| Depends: | R (≥ 3.5.0), cluster, MASS |
| Imports: | ade4, e1071, R2HTML, grDevices, graphics, stats, utils |
| Suggests: | mlbench, testthat |
| Published: | 2023-06-10 |
| 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 |
| Citation: | clusterSim citation info |
| In views: | Cluster |
| CRAN checks: | clusterSim results |
| Reference manual: | clusterSim.pdf |
| Package source: | clusterSim_0.51-3.tar.gz |
| Windows binaries: | r-devel: clusterSim_0.51-3.zip, r-release: clusterSim_0.51-3.zip, r-oldrel: clusterSim_0.51-3.zip |
| macOS binaries: | r-release (arm64): clusterSim_0.51-3.tgz, r-oldrel (arm64): clusterSim_0.51-3.tgz, r-release (x86_64): clusterSim_0.51-3.tgz, r-oldrel (x86_64): clusterSim_0.51-3.tgz |
| Old sources: | clusterSim archive |
| Reverse depends: | mdsOpt, symbolicDA |
| Reverse imports: | clusEvol, comato, diceR, ulrb, WormTensor |
| Reverse suggests: | FCPS, mlr, spectralGraphTopology |
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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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