class: Functions for Classification
Version 7.3-14

Various functions for classification, including k-nearest neighbour, Learning Vector Quantization and Self-Organizing Maps.

AuthorBrian Ripley [aut, cre, cph], William Venables [cph]
Date of publication2015-08-30 08:59:38
MaintainerBrian Ripley <ripley@stats.ox.ac.uk>
LicenseGPL-2 | GPL-3
Version7.3-14
URL http://www.stats.ox.ac.uk/pub/MASS4/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("class")

Popular man pages

knn: k-Nearest Neighbour Classification
lvq1: Learning Vector Quantization 1
lvq2: Learning Vector Quantization 2.1
lvq3: Learning Vector Quantization 3
lvqinit: Initialize a LVQ Codebook
olvq1: Optimized Learning Vector Quantization 1
SOM: Self-Organizing Maps: Online Algorithm
See all...

All man pages Function index File listing

Man pages

batchSOM: Self-Organizing Maps: Batch Algorithm
condense: Condense training set for k-NN classifier
knn: k-Nearest Neighbour Classification
knn1: 1-Nearest Neighbour Classification
knn.cv: k-Nearest Neighbour Cross-Validatory Classification
lvq1: Learning Vector Quantization 1
lvq2: Learning Vector Quantization 2.1
lvq3: Learning Vector Quantization 3
lvqinit: Initialize a LVQ Codebook
lvqtest: Classify Test Set from LVQ Codebook
multiedit: Multiedit for k-NN Classifier
olvq1: Optimized Learning Vector Quantization 1
reduce.nn: Reduce Training Set for a k-NN Classifier
SOM: Self-Organizing Maps: Online Algorithm
somgrid: Plot SOM Fits

Functions

SOM Man page Source code
batchSOM Man page Source code
condense Man page Source code
knn Man page Source code
knn.cv Man page Source code
knn1 Man page Source code
lvq1 Man page Source code
lvq2 Man page Source code
lvq3 Man page Source code
lvqinit Man page Source code
lvqtest Man page Source code
multiedit Man page Source code
olvq1 Man page Source code
onUnload Source code
plot.SOM Man page Source code
plot.somgrid Man page Source code
reduce.nn Man page Source code
somgrid Man page Source code

Files

po
po/R-fr.po
po/R-de.po
po/R-class.pot
po/R-pl.po
po/R-ko.po
inst
inst/po
inst/po/pl
inst/po/pl/LC_MESSAGES
inst/po/pl/LC_MESSAGES/R-class.mo
inst/po/en@quot
inst/po/en@quot/LC_MESSAGES
inst/po/en@quot/LC_MESSAGES/R-class.mo
inst/po/ko
inst/po/ko/LC_MESSAGES
inst/po/ko/LC_MESSAGES/R-class.mo
inst/po/fr
inst/po/fr/LC_MESSAGES
inst/po/fr/LC_MESSAGES/R-class.mo
inst/po/de
inst/po/de/LC_MESSAGES
inst/po/de/LC_MESSAGES/R-class.mo
inst/CITATION
inst/NEWS
src
src/class.c
NAMESPACE
R
R/lvq.R
R/SOM.R
R/knn.R
R/zzz.R
R/multiedit.R
MD5
DESCRIPTION
man
man/lvqinit.Rd
man/multiedit.Rd
man/reduce.nn.Rd
man/SOM.Rd
man/knn.Rd
man/condense.Rd
man/lvq2.Rd
man/knn.cv.Rd
man/knn1.Rd
man/lvqtest.Rd
man/olvq1.Rd
man/lvq1.Rd
man/batchSOM.Rd
man/somgrid.Rd
man/lvq3.Rd
LICENCE.note
class documentation built on May 19, 2017, 1:52 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.