kohonen: Supervised and Unsupervised Self-Organising Maps

Functions to train 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.

AuthorRon Wehrens and Johannes Kruisselbrink
Date of publication2017-03-21 06:58:55 UTC
MaintainerRon Wehrens <ron.wehrens@gmail.com>
LicenseGPL (>= 2)
Version3.0.2

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Files

kohonen
kohonen/inst
kohonen/inst/CITATION
kohonen/inst/doc
kohonen/inst/doc/kohonen-manual_2007.pdf
kohonen/src
kohonen/src/Makevars
kohonen/src/kohonen_types.h
kohonen/src/neighbourhood-functions.h
kohonen/src/supersom.cpp
kohonen/src/map.cpp
kohonen/src/neighbourhood-functions.cpp
kohonen/src/distance-functions.h
kohonen/src/kohonen_init.c
kohonen/src/distance-functions.cpp
kohonen/src/pbatch-supersom.cpp
kohonen/src/kohonen.h
kohonen/src/batch-supersom.cpp
kohonen/src/RcppExports.cpp
kohonen/NAMESPACE
kohonen/NEWS
kohonen/data
kohonen/data/degelder.rda
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/getDistancePointers.R kohonen/R/object.distances.R kohonen/R/classvec2classmat.R kohonen/R/supersom.R kohonen/R/somgrid.R kohonen/R/map.R kohonen/R/getCodes.R kohonen/R/xyf.R kohonen/R/check.whatmap.R kohonen/R/RcppExports.R kohonen/R/check.data.R kohonen/R/som.R kohonen/R/summary.R kohonen/R/plot.kohonen.R kohonen/R/unit.distances.R kohonen/R/expandMap.R
kohonen/MD5
kohonen/DESCRIPTION
kohonen/man
kohonen/man/expandMap.Rd kohonen/man/supersom.Rd kohonen/man/predict.kohonen.Rd kohonen/man/map.kohonen.Rd kohonen/man/classvec2classmat.Rd kohonen/man/tricolor.Rd kohonen/man/object.distances.Rd kohonen/man/degelder.Rd kohonen/man/nir.Rd kohonen/man/yeast.Rd kohonen/man/wines.Rd kohonen/man/getCodes.Rd kohonen/man/plot.kohonen.Rd kohonen/man/unit.distances.Rd kohonen/man/check.whatmap.Rd kohonen/man/summary.Rd

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