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FNN (version 1.1.3.2)

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

99,240

Version

1.1.3.2

License

GPL (>= 2)

Maintainer

Shengqiao Li

Last Published

March 20th, 2023

Functions in FNN (1.1.3.2)

print.knnReg

Print Method for KNN Regression

mutinfo

Mutual Information

ownn

Optimal Weighted Nearest Neighbor Classification

get.knn

Search Nearest Neighbors

knn.index

Search Nearest Neighbors

knn

k-Nearest Neighbour Classification

KL.divergence

Kullback-Leibler Divergence

entropy

Shannon Entropy

knn.reg

k Nearest Neighbor Regression

crossentropy

Cross Entropy

knn.dist

k Nearest Neighbor Distances

KL.dist

Kullback-Leibler Divergence

knn.cv

k-Nearest Neighbour Classification Cross-Validation