class: Functions for Classification

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

Author
Brian Ripley [aut, cre, cph], William Venables [cph]
Date of publication
2015-08-30 08:59:38
Maintainer
Brian Ripley <ripley@stats.ox.ac.uk>
License
GPL-2 | GPL-3
Version
7.3-14
URLs

View on CRAN

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

Files in this package

class
class/po
class/po/R-fr.po
class/po/R-de.po
class/po/R-class.pot
class/po/R-pl.po
class/po/R-ko.po
class/inst
class/inst/po
class/inst/po/pl
class/inst/po/pl/LC_MESSAGES
class/inst/po/pl/LC_MESSAGES/R-class.mo
class/inst/po/en@quot
class/inst/po/en@quot/LC_MESSAGES
class/inst/po/en@quot/LC_MESSAGES/R-class.mo
class/inst/po/ko
class/inst/po/ko/LC_MESSAGES
class/inst/po/ko/LC_MESSAGES/R-class.mo
class/inst/po/fr
class/inst/po/fr/LC_MESSAGES
class/inst/po/fr/LC_MESSAGES/R-class.mo
class/inst/po/de
class/inst/po/de/LC_MESSAGES
class/inst/po/de/LC_MESSAGES/R-class.mo
class/inst/CITATION
class/inst/NEWS
class/src
class/src/class.c
class/NAMESPACE
class/R
class/R/lvq.R
class/R/SOM.R
class/R/knn.R
class/R/zzz.R
class/R/multiedit.R
class/MD5
class/DESCRIPTION
class/man
class/man/lvqinit.Rd
class/man/multiedit.Rd
class/man/reduce.nn.Rd
class/man/SOM.Rd
class/man/knn.Rd
class/man/condense.Rd
class/man/lvq2.Rd
class/man/knn.cv.Rd
class/man/knn1.Rd
class/man/lvqtest.Rd
class/man/olvq1.Rd
class/man/lvq1.Rd
class/man/batchSOM.Rd
class/man/somgrid.Rd
class/man/lvq3.Rd
class/LICENCE.note