Supervised and Unsupervised Self-Organising Maps

---

Documentation for package ‘kohonen’ version 3.0.11

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

Help Pages

kohonen-package	Supervised and Unsupervised Self-Organising Maps
add.cluster.boundaries	Plot kohonen object
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.
degelder	Powder pattern data by Rene de Gelder
dist2WU	Assessing distances to winning units
expandMap	Expand a self-organising map
getCodes	Extract codebook vectors from a kohonen object
identify.kohonen	Plot kohonen object
kohonen	Supervised and Unsupervised Self-Organising Maps
layer.distances	Assessing distances to winning units
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
nunits	Self- and super-organising maps
object.distances	Calculate distances between object vectors in a SOM
peppaPic	Synthetic image of a pepper plant with peppers
plot.kohonen	Plot kohonen object
predict.kohonen	Predict properties using a trained Kohonen map
print.kohonen	Summary and print methods for kohonen objects
som	Self- and super-organising maps
somgrid	SOM-grid related functions
summary.kohonen	Summary and print methods for kohonen objects
supersom	Self- and super-organising maps
tricolor	Provides smooth unit colors for SOMs
unit.distances	SOM-grid related functions
vintages	Wine data
wines	Wine data
xyf	Self- and super-organising maps
yeast	Yeast cell-cycle data