ExactSampling contains functions that estimate the risk associated to a kNN prediction function (either in regression or binary classification) based on resampling method (leave-p-out cross-validation 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.
|Date of publication||2014-01-29 18:17:24|
|Maintainer||Koskas Michel<[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on R-Forge|
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