snn (version 1.1)

Stabilized Nearest Neighbor Classifier

Description

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.

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Install

install.packages('snn')

Monthly Downloads

172

Version

1.1

License

GPL-3

Maintainer

Last Published

August 23rd, 2015

Functions in snn (1.1)