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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 |
| Reference manual: | snn.pdf |
| 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 |
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