Supervised and unsupervised self-organising maps


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Documentation for package ‘kohonen’ version 2.0.5

Help Pages

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.
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.heatkey Plot kohonen object
plot.kohchanges Plot kohonen object
plot.kohcodes Plot kohonen object
plot.kohcounts Plot kohonen object
plot.kohmapping Plot kohonen object
plot.kohonen Plot kohonen object
plot.kohprop Plot kohonen object
plot.kohquality Plot kohonen object
plot.kohUmatrix Plot kohonen object
plot.somgrid 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
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