R: SOM Bound to Realize Euclidean and Relational Outputs

# SOM Bound to Realize Euclidean and Relational Outputs

## Documentation for package ‘SOMbrero’ version 1.5.0

- 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
cutree | Create Super-Clusters from SOM Results
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' Object
plot.somSC | Create Super-Clusters from SOM Results
predict.somRes | Predict the Class of a New Observation
presidentielles2002 | 2002 French Presidential Election Dataset
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 Quality Criteria
quality.somRes | Compute SOM Quality Criteria
SOMbrero | Self Organizing Maps Bound to Realize Euclidean and Relational Outputs
sombreroGUI | Graphical Web User Interface for SOMbrero
somRes.plotting | Complete Documentation on 'somRes' Plots
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