dann: Discriminant Adaptive Nearest Neighbor Classification

Discriminant Adaptive Nearest Neighbor Classification is a variation of k nearest neighbors where the shape of the neighborhood is data driven. This package implements dann and sub_dann from Hastie (1996) <https://web.stanford.edu/~hastie/Papers/dann_IEEE.pdf>.

Version: 1.0.0
Imports: MASS (≥ 7.3), stats (≥ 3.5.3), tibble (≥ 2.1.1), ggplot2 (≥ 3.1.1), stringr (≥ 1.4.0), purrr (≥ 0.3.2), rlang (≥ 0.3.4), fpc (≥ 2.1-11.1), Rcpp (≥ 1.0.1), hardhat, ellipsis
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 3.0.0), rmarkdown (≥ 1.18), covr (≥ 3.2.1), mlbench (≥ 2.1-1), dplyr (≥, magrittr (≥ 1.5), recipes
Published: 2023-09-23
DOI: 10.32614/CRAN.package.dann
Author: Greg McMahan
Maintainer: Greg McMahan <gmcmacran at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: dann results


Reference manual: dann.pdf


Package source: dann_1.0.0.tar.gz
Windows binaries: r-devel: dann_1.0.0.zip, r-release: dann_1.0.0.zip, r-oldrel: dann_1.0.0.zip
macOS binaries: r-release (arm64): dann_1.0.0.tgz, r-oldrel (arm64): dann_1.0.0.tgz, r-release (x86_64): dann_1.0.0.tgz, r-oldrel (x86_64): dann_1.0.0.tgz
Old sources: dann archive

Reverse dependencies:

Reverse suggests: tidydann


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