Functions for Classification


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Documentation for package ‘class’ version 7.3-17

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