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 | |
| No Results! | ||
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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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