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FNN (version 1.1.2.2)

Fast Nearest Neighbor Search Algorithms and Applications

Description

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

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Version

Install

install.packages('FNN')

Monthly Downloads

256,101

Version

1.1.2.2

License

GPL (>= 2)

Maintainer

ORPHANED

Last Published

December 10th, 2018

Functions in FNN (1.1.2.2)

knn.dist

k Nearest Neighbor Distances

get.knn

Search Nearest Neighbors

knn

k-Nearest Neighbour Classification

entropy

Shannon Entropy

print.knnReg

Print Method for KNN Regression

knn.index

Search Nearest Neighbors

KL.dist

Kullback-Leibler Divergence

knn.cv

k-Nearest Neighbour Classification Cross-Validation

knn.reg

k Nearest Neighbor Regression

Optimal Weighted Nearest Neighbor Classification

KL.divergence

Kullback-Leibler Divergence