class v7.3-15

0

Monthly downloads

0th

Percentile

Functions for Classification

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

Functions in class

Name Description
condense Condense training set for k-NN classifier
lvq3 Learning Vector Quantization 3
lvqinit Initialize a LVQ Codebook
knn k-Nearest Neighbour Classification
lvqtest Classify Test Set from LVQ Codebook
somgrid Plot SOM Fits
multiedit Multiedit for k-NN Classifier
knn.cv k-Nearest Neighbour Cross-Validatory Classification
knn1 1-Nearest Neighbour Classification
batchSOM Self-Organizing Maps: Batch Algorithm
SOM Self-Organizing Maps: Online Algorithm
lvq1 Learning Vector Quantization 1
lvq2 Learning Vector Quantization 2.1
olvq1 Optimized Learning Vector Quantization 1
reduce.nn Reduce Training Set for a k-NN Classifier
No Results!

Last month downloads

Details

Priority recommended
Date 2019-01-01
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
NeedsCompilation yes
Packaged 2019-01-01 08:04:06 UTC; ripley
Repository CRAN
Date/Publication 2019-01-01 09:57:46 UTC

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/class)](http://www.rdocumentation.org/packages/class)