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.


Reference manual

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install.packages("snn")

1.1 by Wei Sun, 11 years ago


Browse source code at https://github.com/cran/snn


Authors: Wei Sun , Xingye Qiao , and Guang Cheng


Documentation:   PDF Manual  


GPL-3 license


Depends on stats


See at CRAN