knnTree (1.2.4)

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k-nn classification with variable selection inside leaves of a tree.

http://cran.r-project.org/web/packages/knnTree

Construct or predict with k-nearest-neighbor classifiers, using cross-validation to select k, choose variables (by forward or backwards selection), and choose scaling (from among no scaling, scaling each column by its SD, or scaling each column by its MAD). The finished classifier will consist of a classification tree with one such k-nn classifier in each leaf.

Author(s): Sam Buttrey <buttrey@nps.edu>

License: GPL version 2

Uses: Does not use any package

Released almost 6 years ago.


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