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class (version 7.3-0)

Functions for Classification

Description

Various functions for classification.

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Version

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)

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