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, replication and profiling, artificial symbolic data generation.

Install the latest version of this package by entering the following in R:
install.packages("symbolicDA")
AuthorAndrzej Dudek, Marcin Pelka <marcin.pelka@ue.wroc.pl>, Justyna Wilk<justyna.wilk@ue.wroc.pl>
Date of publication2015-03-14 08:17:18
MaintainerAndrzej Dudek <andrzej.dudek@ue.wroc.pl>
LicenseGPL (>= 2)
Version0.4-2
http://keii.ue.wroc.pl/symbolicDA

View on CRAN

Functions

Files

inst
inst/pdf
inst/pdf/replicationMod_details.pdf
inst/pdf/vignette.docx
inst/csv
inst/csv/symbolic.csv
inst/xml
inst/xml/cars.xml
inst/xml/wave.xml
inst/xml/samochody.xml
inst/xml/wine.xml
inst/doc
inst/doc/PCA_SDA.pdf
inst/doc/DClust_details.pdf
inst/doc/decisionTree_SDA.pdf
inst/doc/Symbolic_MDS.pdf
inst/doc/SDA.pdf
inst/doc/IchinoFSSDA_details.pdf
inst/doc/Kernel_SDA.pdf
inst/doc/SClust_details.pdf
inst/doc/replicationSDA_details.pdf
tests
tests/cars.Rout
tests/SClust.Rout
tests/replication.SDA.Rout
tests/index.G1d.Rout
tests/DClust.Rout
tests/plot3dInterval.R
tests/HINoV.SDA.Rout
tests/dist.SDA.R tests/replication.SDA.R tests/SClust.R tests/cars.R tests/index.G1d.R tests/DClust.R
tests/save.SO.Rout
tests/zoomStar.R tests/save.SO.R
tests/cluster.Description.SDA.Rout
tests/cluster.Description.SDA.R
tests/plot3dInterval.Rout
tests/dist.SDA.Rout
tests/HINoV.SDA.R
tests/zoomStar.Rout
src
src/symbolicDA.h
src/symbolicDA.cpp
NAMESPACE
data
data/data_symbolic.rda
data/cars.rda
R
R/Iscal.SDA.R R/HINoV.SDA.r R/generate.SO.r R/index.G1d.r R/kohonen.SDA.r R/DClust.r R/plot3dInterval.r R/PCA.SDA.r R/parse.SO.r R/Interscal.SDA.r R/First.Lib.r R/kernel.SDA.r R/IchinoFS.SDA.r R/simple2SO.R R/ZoomStar.r R/Symscal.SDA.R R/parseFormula.r R/replication.SDA.r R/decisionTree.SDA.r R/cluster.Description.SDA.r R/save.SO.r R/dist.SDA.r R/SO2Simple.R
MD5
DESCRIPTION
man
man/cars.rd
man/interscal.sda.rd
man/random.forest.SDA.rd
man/PCA.vertices.SDA.rd
man/index.G1d.rd
man/PCA.mrpca.SDA.rd
man/PCA.spaghetti.SDA.rd
man/zoomStar.rd
man/parse.SO.rd
man/plot3dInterval.rd
man/symbolic.object.rd
man/bagging.SDA.rd
man/kohonen.SDA.rd
man/dist.SDA.rd
man/IchinoFS.SDA.rd
man/kernel.SDA.rd
man/SO2Simple.rd
man/save.SO.rd
man/simple2SO.rd
man/draw.decisionTree.SDA.rd
man/cluster.Description.SDA.rd
man/PCA.centers.SDA.rd
man/SClust.rd
man/decisionTree.SDA.rd
man/generate.SO.rd
man/iscal.sda.rd
man/subsdt.SDA.rd
man/HINoV.SDA.rd
man/symscal.sda.rd
man/data_symbolic.rd
man/PCA.spca.SDA.rd
man/DClust.rd
man/replication.SDA.rd
man/boosting.SDA.rd
INDEX

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.