class v7.3-14

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

Priority recommended
Date 2015-08-29
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
NeedsCompilation yes
Packaged 2015-08-28 15:25:36 UTC; ripley
Repository CRAN
Date/Publication 2015-08-30 08:59:38

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