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snn: Stabilized Nearest Neighbor Classifier

Implement K-nearest neighbor classifier, weighted nearest neighbor classifier, bagged nearest neighbor classifier, optimal weighted nearest neighbor classifier and stabilized nearest neighbor classifier, and perform model selection via 5 fold cross-validation for them. This package also provides functions for computing the classification error and classification instability of a classification procedure.

Version: 1.1
Depends: R (≥ 3.0.0), stats
Published: 2015-08-23
DOI: 10.32614/CRAN.package.snn
Author: Wei Sun, Xingye Qiao, and Guang Cheng
Maintainer: Wei Sun <sunweisurrey8 at gmail.com>
License: GPL-3
NeedsCompilation: no
CRAN checks: snn results

Documentation:

Reference manual: snn.pdf

Downloads:

Package source: snn_1.1.tar.gz
Windows binaries: r-devel: snn_1.1.zip, r-release: snn_1.1.zip, r-oldrel: snn_1.1.zip
macOS binaries: r-release (arm64): snn_1.1.tgz, r-oldrel (arm64): snn_1.1.tgz, r-release (x86_64): snn_1.1.tgz, r-oldrel (x86_64): snn_1.1.tgz
Old sources: snn archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.