SOM Bound to Realize Euclidean and Relational Outputs

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Documentation for package ‘SOMbrero’ version 1.4-1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.
• Package NEWS.

Help Pages

SOMbrero-package	Self Organizing Maps Bound to Realize Euclidean and Relational Outputs
dissim.lesmis	Dataset "Les Misérables"
impute	Impute values from prototype information
impute.somRes	Impute values from prototype information
initGrid	Create an empty grid
initSOM	Initialize parameters for the SOM algorithm
lesmis	Dataset "Les Misérables"
myGrid	Methods for 'myGrid' objects.
myGrid-class	Methods for 'myGrid' objects.
paramSOM-class	Initialize parameters for the SOM algorithm
plot.myGrid	Methods for 'myGrid' objects.
plot.somRes	Plot a 'somRes' class object
plot.somSC	Create super-clusters from SOM results
predict.somRes	Predict the classification of a new observation
presidentielles2002	2002 French presidential election data set
print.myGrid	Methods for 'myGrid' objects.
print.paramSOM	Initialize parameters for the SOM algorithm
print.somRes	Run the SOM algorithm
print.somSC	Create super-clusters from SOM results
projectIGraph	Compute the projection of a graph on a grid
projectIGraph.somRes	Compute the projection of a graph on a grid
projectIGraph.somSC	Create super-clusters from SOM results
protoDist	Compute distances between prototypes
protoDist.somRes	Compute distances between prototypes
quality	Compute SOM algorithm quality criteria
quality.somRes	Compute SOM algorithm quality criteria
SOMbrero	Self Organizing Maps Bound to Realize Euclidean and Relational Outputs
sombreroGUI	Graphical Web User Interface for SOMbrero
somRes.plotting	Plotting 'somRes' results
somSC-class	Create super-clusters from SOM results
summary.myGrid	Methods for 'myGrid' objects.
summary.paramSOM	Initialize parameters for the SOM algorithm
summary.somRes	Run the SOM algorithm
summary.somSC	Create super-clusters from SOM results
superClass	Create super-clusters from SOM results
superClass.somRes	Create super-clusters from SOM results
trainSOM	Run the SOM algorithm