knn.covertree: An Accurate kNN Implementation with Multiple Distance Measures

Similarly to the 'FNN' package, this package allows calculation of the k nearest neighbors (kNN) of a data matrix. The implementation is based on cover trees introduced by Alina Beygelzimer, Sham Kakade, and John Langford (2006) <doi:10.1145/1143844.1143857>.

Package details

AuthorPhilipp Angerer [cre, aut] (<https://orcid.org/0000-0002-0369-2888>), David Crane [cph, aut]
MaintainerPhilipp Angerer <[email protected]>
LicenseAGPL-3
Version1.0
URL https://github.com/flying-sheep/knn.covertree
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("knn.covertree")

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knn.covertree documentation built on Oct. 30, 2019, 11:37 a.m.