symbolicDA: Analysis of Symbolic Data

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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.

Author
Andrzej Dudek, Marcin Pelka <marcin.pelka@ue.wroc.pl>, Justyna Wilk<justyna.wilk@ue.wroc.pl>
Date of publication
2015-03-14 08:17:18
Maintainer
Andrzej Dudek <andrzej.dudek@ue.wroc.pl>
License
GPL (>= 2)
Version
0.4-2
URLs

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Files in this package

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