Fast Nearest Neighbor Search Algorithms and Applications

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Documentation for package ‘FNN’ version 1.1

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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
mdmutinfo Mutual Information
mutinfo Mutual Information
ownn Optimal Weighted Nearest Neighbor Classification
print.knnReg Print Method for KNN Regression
print.knnRegCV Print Method for KNN Regression