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class (version 7.3-0)
Functions for Classification
Description
Various functions for classification.
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Install
install.packages('class')
Monthly Downloads
42,182
Version
7.3-0
License
GPL-2 | GPL-3
Maintainer
Brian Ripley
Last Published
January 7th, 2025
Functions in class (7.3-0)
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reduce.nn
Reduce Training Set for a k-NN Classifier
somgrid
Plot SOM Fits
lvqtest
Classify Test Set from LVQ Codebook
olvq1
Optimized Learning Vector Quantization 1
batchSOM
Self-Organizing Maps: Batch Algorithm
knn.cv
k-Nearest Neighbour Cross-Validatory Classification
SOM
Self-Organizing Maps: Online Algorithm
lvq2
Learning Vector Quantization 2.1
lvqinit
Initialize a LVQ Codebook
multiedit
Multiedit for k-NN Classifier
knn
k-Nearest Neighbour Classification
lvq1
Learning Vector Quantization 1
lvq3
Learning Vector Quantization 3
condense
Condense training set for k-NN classifier
knn1
1-nearest neighbour classification