Functions for Classification

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


News

Software and datasets to support 'Modern Applied Statistics with S', fourth edition, by W. N. Venables and B. D. Ripley. Springer, 2002, ISBN 0-387-95457-0.

This file documents software changes since the third edition.

  • fixed a bug in knn(use.all = FALSE)
  • added SOM, batchSOM and ancillary functions.
  • Bugfix in SOM (7.0-5)
  • knn* and lvq* explicitly check for missing values in the inputs.
  • knn1 was not handling ties correctly in some cases (but knn was).
  • added check for user error in inputs in knn.cv.
  • SOM segfaulted for 1D inputs.

Reference manual

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