CRAN/E | symbolicDA

symbolicDA

Analysis of Symbolic Data

Installation

About

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).

keii.ue.wroc.pl/symbolicDA/

Key Metrics

Version 0.7-1
R ≥ 3.6.0
Published 2023-02-13 409 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks symbolicDA results

Downloads

Yesterday 19 +217%
Last 7 days 59 -9%
Last 30 days 251 -11%
Last 90 days 993 +36%
Last 365 days 3.365 -11%

Maintainer

Maintainer

Andrzej Dudek

andrzej.dudek@ue.wroc.pl

Authors

Andrzej Dudek
Marcin Pelka
Justyna Wilk

(to 2017-09-20)

Marek Walesiak

(from 2018-02-01)

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

symbolicDA archive

Depends

R ≥ 3.6.0
clusterSim
XML

Imports

shapes
e1071
ade4
cluster
RSDA

Reverse Depends

mdsOpt