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ExactSampling contains functions that estimate the risk associated to a kNN prediction function (either in regression or binary classification) based on resampling method (leavepout crossvalidation or bootstrap). It also contain a function knn.search to obtain the list of k nearest neighbors for each point in the sample, and a function to compute the empirical risk of a kNN prediction function.
Package details 


Author  Kai LI 
Date of publication  20140129 18:17:24 
Maintainer  Koskas Michel<[email protected]> 
License  GPL (>= 2) 
Version  1.0 
Package repository  View on RForge 
Installation 
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