class v7.3-18
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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 | |
lvqinit | Initialize a LVQ Codebook | |
somgrid | Plot SOM Fits | |
knn | k-Nearest Neighbour Classification | |
knn.cv | k-Nearest Neighbour Cross-Validatory Classification | |
SOM | Self-Organizing Maps: Online Algorithm | |
lvq2 | Learning Vector Quantization 2.1 | |
lvq1 | Learning Vector Quantization 1 | |
knn1 | 1-Nearest Neighbour Classification | |
batchSOM | Self-Organizing Maps: Batch Algorithm | |
lvq3 | Learning Vector Quantization 3 | |
condense | Condense training set for k-NN classifier | |
lvqtest | Classify Test Set from LVQ Codebook | |
olvq1 | Optimized Learning Vector Quantization 1 | |
reduce.nn | Reduce Training Set for a k-NN Classifier | |
multiedit | Multiedit for k-NN Classifier | |
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Details
Priority | recommended |
Date | 2021-01-21 |
ByteCompile | yes |
License | GPL-2 | GPL-3 |
URL | http://www.stats.ox.ac.uk/pub/MASS4/ |
NeedsCompilation | yes |
Packaged | 2021-01-21 19:54:20 UTC; ripley |
Repository | CRAN |
Date/Publication | 2021-01-24 09:27:42 UTC |
imports | MASS |
depends | R (>= 3.0.0) , stats , utils |
Contributors | William Venables |
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