Analysis of Symbolic Data

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Documentation for package ‘symbolicDA’ version 0.7-1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

bagging.SDA	Bagging algorithm for optimal split based on decision tree for symbolic objects
boosting.SDA	Boosting algorithm for optimal split based decision tree for symbolic objects
cars	real data set in symbolic form - selected car models described by a set of symbolic variables
cluster.Description.SDA	description of clusters of symbolic objects
data_symbolic	Symbolic interval data
DClust	Dynamical clustering based on distance matrix
decisionTree.SDA	Decison tree for symbolic data
dist_SDA	distance measurement for symbolic data
draw.decisionTree.SDA	Draws optimal split based decision tree for symbolic objects
generate.SO	generation of artifficial symbolic data table with given cluster structure
HINoV.SDA	Modification of HINoV method for symbolic data
IchinoFS.SDA	Ichino's feature selection method for symbolic data
index.G1d	Calinski-Harabasz pseudo F-statistic based on distance matrix
interscal.SDA	Multidimensional scaling for symbolic interval data - InterScal algorithm
iscal.SDA	Multidimensional scaling for symbolic interval data - IScal algorithm
kernel.SDA	Kernel discriminant analysis for symbolic data
kohonen.SDA	Kohonen's self-organizing maps for symbolic interval-valued data
parse.SO	Reading symbolic data table from ASSO-format XML file
PCA.centers.SDA	principal component analysis for symbolic objects described by symbolic interavl variables. _Centers_ algorithm
PCA.mrpca.SDA	principal component analysis for symbolic objects described by symbolic interavl variables. _Midpoints and radii_ algorithm
PCA.spaghetti.SDA	principal component analysis for symbolic objects described by symbolic interavl variables. _Spaghetti_ algorithm
PCA.spca.SDA	principal component analysis for symbolic objects described by symbolic interavl variables. _'Symbolic' PCA_ algorithm
PCA.vertices.SDA	principal component analysis for symbolic objects described by symbolic interavl variables. _Vertices_ algorithm
random.forest.SDA	Random forest algorithm for optimal split based decision tree for symbolic objects
replication.SDA	Modification of replication analysis for cluster validation of symbolic data
RSDA2SymbolicDA	Read a Symbolic Table from
save.SO	saves symbolic data table of 'symbolic' class to xml file
SClust	Dynamical clustering of symbolic data
simple2SO	Change of representation of symbolic data from simple form to symbolic data table
SO2Simple	Change of representation of symbolic data from symbolic data table to simple form
subsdt.SDA	Subset of symbolic data table
symbolic.object	Symbolic data table Object
symscal.SDA	Multidimensional scaling for symbolic interval data - SymScal algorithm
zoomStar	zoom star chart for symbolic data