kohonen: Supervised and Unsupervised Self-Organising Maps

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Functions to train supervised and self-organising maps (SOMs). Also interrogation of the maps and prediction using trained maps are supported. The name of the package refers to Teuvo Kohonen, the inventor of the SOM.

Author
Ron Wehrens
Date of publication
2015-09-04 07:30:50
Maintainer
Ron Wehrens <ron.wehrens@gmail.com>
License
GPL (>= 2)
Version
2.0.19

View on CRAN

Man pages

bdk
Supervised version of Kohonen's self-organising maps
check.whatmap
Check the validity of a whatmap argument
classvec2classmat
Convert a classification vector into a matrix or the other...
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
som
Kohonen's self-organising maps
summary
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
wines
Wine data
xyf
Supervised version of Kohonen's self-organising maps
yeast
Yeast cell-cycle data

Files in this package

kohonen
kohonen/inst
kohonen/inst/CITATION
kohonen/inst/doc
kohonen/inst/doc/kohonen-manual.pdf
kohonen/src
kohonen/src/supersom.c
kohonen/src/som.c
kohonen/src/map.c
kohonen/src/xyf.c
kohonen/src/bdk.c
kohonen/NAMESPACE
kohonen/NEWS
kohonen/data
kohonen/data/wines.rda
kohonen/data/yeast.rda
kohonen/data/nir.rda
kohonen/R
kohonen/R/tricolor.R
kohonen/R/predict.kohonen.R
kohonen/R/classvec2classmat.R
kohonen/R/supersom.R
kohonen/R/map.R
kohonen/R/xyf.R
kohonen/R/check.whatmap.R
kohonen/R/bdk.R
kohonen/R/som.R
kohonen/R/summary.R
kohonen/R/plot.kohonen.R
kohonen/R/topo.R
kohonen/R/unit.distances.R
kohonen/MD5
kohonen/DESCRIPTION
kohonen/man
kohonen/man/supersom.Rd
kohonen/man/topo.error.Rd
kohonen/man/predict.kohonen.Rd
kohonen/man/map.kohonen.Rd
kohonen/man/classvec2classmat.Rd
kohonen/man/xyf.Rd
kohonen/man/som.Rd
kohonen/man/tricolor.Rd
kohonen/man/nir.Rd
kohonen/man/yeast.Rd
kohonen/man/wines.Rd
kohonen/man/plot.kohonen.Rd
kohonen/man/unit.distances.Rd
kohonen/man/check.whatmap.Rd
kohonen/man/summary.Rd
kohonen/man/bdk.Rd