Fast Nearest Neighbor Search Algorithms and Applications


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Documentation for package ‘FNN’ version 1.1.4

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