FNN v1.1


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


Date 2013-07-30
Copyright ANN Copyright (c) 1997-2010 University of Maryland and Sunil Arya and David Mount. All Rights Reserved.
License GPL (>= 2.1)
Packaged 2013-07-31 15:25:40 UTC; lis2
NeedsCompilation yes
Repository CRAN
Date/Publication 2013-07-31 21:31:17

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