class v7.3-17

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Functions for Classification

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

Functions in class

Name Description
knn.cv k-Nearest Neighbour Cross-Validatory Classification
lvq2 Learning Vector Quantization 2.1
olvq1 Optimized Learning Vector Quantization 1
lvq3 Learning Vector Quantization 3
lvqinit Initialize a LVQ Codebook
multiedit Multiedit for k-NN Classifier
lvqtest Classify Test Set from LVQ Codebook
batchSOM Self-Organizing Maps: Batch Algorithm
somgrid Plot SOM Fits
reduce.nn Reduce Training Set for a k-NN Classifier
SOM Self-Organizing Maps: Online Algorithm
condense Condense training set for k-NN classifier
knn k-Nearest Neighbour Classification
lvq1 Learning Vector Quantization 1
knn1 1-Nearest Neighbour Classification
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Details

Priority recommended
Date 2020-04-26
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
NeedsCompilation yes
Packaged 2020-04-26 09:33:24 UTC; ripley
Repository CRAN
Date/Publication 2020-04-26 10:31:55 UTC

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