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class (version 7.3-20)
Functions for Classification
Description
Various functions for classification, including k-nearest neighbour, Learning Vector Quantization and Self-Organizing Maps.
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Install
install.packages('class')
Monthly Downloads
41,372
Version
7.3-20
License
GPL-2 | GPL-3
Maintainer
Brian Ripley
Last Published
January 13th, 2022
Functions in class (7.3-20)
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batchSOM
Self-Organizing Maps: Batch Algorithm
somgrid
Plot SOM Fits
reduce.nn
Reduce Training Set for a k-NN Classifier
olvq1
Optimized Learning Vector Quantization 1
lvqtest
Classify Test Set from LVQ Codebook
multiedit
Multiedit for k-NN Classifier
knn1
1-Nearest Neighbour Classification
lvqinit
Initialize a LVQ Codebook
knn.cv
k-Nearest Neighbour Cross-Validatory Classification
condense
Condense training set for k-NN classifier
lvq2
Learning Vector Quantization 2.1
SOM
Self-Organizing Maps: Online Algorithm
knn
k-Nearest Neighbour Classification
lvq1
Learning Vector Quantization 1
lvq3
Learning Vector Quantization 3