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class (version 7.3-22)
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
36,787
Version
7.3-22
License
GPL-2 | GPL-3
Maintainer
Brian Ripley
Last Published
May 3rd, 2023
Functions in class (7.3-22)
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olvq1
Optimized Learning Vector Quantization 1
reduce.nn
Reduce Training Set for a k-NN Classifier
multiedit
Multiedit for k-NN Classifier
lvqtest
Classify Test Set from LVQ Codebook
somgrid
Plot SOM Fits
condense
Condense training set for k-NN classifier
lvq2
Learning Vector Quantization 2.1
knn.cv
k-Nearest Neighbour Cross-Validatory Classification
SOM
Self-Organizing Maps: Online Algorithm
lvq3
Learning Vector Quantization 3
batchSOM
Self-Organizing Maps: Batch Algorithm
knn1
1-Nearest Neighbour Classification
lvqinit
Initialize a LVQ Codebook
knn
k-Nearest Neighbour Classification
lvq1
Learning Vector Quantization 1