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kohonen (version 1.1.1)
Supervised and unsupervised self-organising maps
Description
Supervised and unsupervised self-organising maps
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Install
install.packages('kohonen')
Monthly Downloads
4,075
Version
1.1.1
License
GPL version 2 or newer
Maintainer
Ron Wehrens
Last Published
June 9th, 2023
Functions in kohonen (1.1.1)
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plot.kohonen
Plot kohonen object
classvec2classmat
Convert a classification vector into a matrix or the other way around.
map.kohonen
Map data to a supervised or unsupervised SOM
som
Kohonen's self-organising maps
somKmeans
Refinement of codebook vectors by kmeans
nirTshift
Near-infrared data with temperature effects
predict.kohonen
Classify using a trained Kohonen map
summary.kohonen
Summary and print Methods for kohonen objects
unit.distances
Calculate distances between units in a SOM
bdk
Supervised version of Kohonen's self-organising maps
wines
Wine data
xyf
Supervised version of Kohonen's self-organising maps