Supervised and Unsupervised Self-Organising Maps


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Documentation for package ‘kohonen’ version 2.0.19

Help Pages

add.cluster.boundaries Plot kohonen object
bdk Supervised version of Kohonen's self-organising maps
check.whatmap Check the validity of a whatmap argument
classmat2classvec Convert a classification vector into a matrix or the other way around.
classvec2classmat Convert a classification vector into a matrix or the other way around.
identify.kohonen Plot kohonen object
map Map data to a supervised or unsupervised SOM
map.kohonen Map data to a supervised or unsupervised SOM
nir Near-infrared data with temperature effects
plot.kohonen Plot kohonen object
predict.kohonen Predict properties using a trained Kohonen map
print.kohonen Summary and print methods for kohonen objects
som Kohonen's self-organising maps
summary.kohonen Summary and print methods for kohonen objects
supersom Super-organising maps
topo.error Measures of topographical error
tricolor Provides smooth unit colors for SOMs
unit.distances Calculate distances between units in a SOM
vintages Wine data
wine.classes Wine data
wines Wine data
xyf Supervised version of Kohonen's self-organising maps
yeast Yeast cell-cycle data