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symbolicDA: Analysis of Symbolic Data

Symbolic data analysis methods: importing/exporting data from ASSO XML Files, distance calculation for symbolic data (Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d interval plot, multidimensional scaling for symbolic interval data, dynamic clustering based on distance matrix, HINoV method for symbolic data, Ichino's feature selection method, principal component analysis for symbolic interval data, decision trees for symbolic data based on optimal split with bagging, boosting and random forest approach (+visualization), kernel discriminant analysis for symbolic data, Kohonen's self-organizing maps for symbolic data, replication and profiling, artificial symbolic data generation. (Milligan, G.W., Cooper, M.C. (1985) <doi:10.1007/BF02294245>, Breiman, L. (1996), <doi:10.1007/BF00058655>, Hubert, L., Arabie, P. (1985), <doi:10.1007%2FBF01908075>, Ichino, M., & Yaguchi, H. (1994), <doi:10.1109/21.286391>, Rand, W.M. (1971) <doi:10.1080/01621459.1971.10482356>, Calinski, T., Harabasz, J. (1974) <doi:10.1080/03610927408827101>, Breckenridge, J.N. (2000) <doi:10.1207/S15327906MBR3502_5>, Groenen, P.J.F, Winsberg, S., Rodriguez, O., Diday, E. (2006) <doi:10.1016/j.csda.2006.04.003>, Walesiak, M., Dudek, A. (2008) <doi:10.1007/978-3-540-78246-9_11>, Dudek, A. (2007), <doi:10.1007/978-3-540-70981-7_4>).

Version: 0.7-1
Depends: R (≥ 3.6.0), clusterSim, XML
Imports: shapes, e1071, ade4, cluster, RSDA
Published: 2023-02-13
DOI: 10.32614/CRAN.package.symbolicDA
Author: Andrzej Dudek, Marcin Pelka, Justyna Wilk (to 2017-09-20), Marek Walesiak (from 2018-02-01)
Maintainer: Andrzej Dudek <andrzej.dudek at ue.wroc.pl>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://keii.ue.wroc.pl/symbolicDA/
NeedsCompilation: no
CRAN checks: symbolicDA results

Documentation:

Reference manual: symbolicDA.pdf

Downloads:

Package source: symbolicDA_0.7-1.tar.gz
Windows binaries: r-devel: symbolicDA_0.7-1.zip, r-release: symbolicDA_0.7-1.zip, r-oldrel: symbolicDA_0.7-1.zip
macOS binaries: r-release (arm64): symbolicDA_0.7-1.tgz, r-oldrel (arm64): symbolicDA_0.7-1.tgz, r-release (x86_64): symbolicDA_0.7-1.tgz, r-oldrel (x86_64): symbolicDA_0.7-1.tgz
Old sources: symbolicDA archive

Reverse dependencies:

Reverse depends: mdsOpt

Linking:

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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.