FNN v1.1.3

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Fast Nearest Neighbor Search Algorithms and Applications

Cover-tree and kd-tree fast k-nearest neighbor search algorithms and related applications including KNN classification, regression and information measures are implemented.

Functions in FNN

Name Description
knn.reg k Nearest Neighbor Regression
get.knn Search Nearest Neighbors
knn k-Nearest Neighbour Classification
mutinfo Mutual Information
KL.dist Kullback-Leibler Divergence
KL.divergence Kullback-Leibler Divergence
ownn Optimal Weighted Nearest Neighbor Classification
crossentropy Cross Entropy
entropy Shannon Entropy
print.knnReg Print Method for KNN Regression
knn.cv k-Nearest Neighbour Classification Cross-Validation
knn.dist k Nearest Neighbor Distances
knn.index Search Nearest Neighbors
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Details

Date 2019-02-15
Copyright ANN Copyright (c) 1997-2010 University of Maryland and Sunil Arya and David Mount. All Rights Reserved.
License GPL (>= 2)
NeedsCompilation yes
Packaged 2019-02-15 20:07:07 UTC; Lion
Repository CRAN
Date/Publication 2019-02-15 23:20:03 UTC

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