dann: Discriminant Adaptive Nearest Neighbor Classification

Discriminant Adaptive Nearest Neighbor Classification is a variation of k nearest neighbors where the neighborhood is elongated along class boundaries. This package implements dann and sub_dann from Hastie (1995) <https://web.stanford.edu/~hastie/Papers/dann_IEEE.pdf>.

Version: 0.2.0
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)
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 2.0.1), knitr (≥ 1.22), rmarkdown (≥ 1.18), covr (≥ 3.2.1), mlbench (≥ 2.1-1), dplyr (≥ 0.8.0.1), magrittr (≥ 1.5)
Published: 2020-03-14
Author: Greg McMahan
Maintainer: Greg McMahan <gmcmacran at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: yes
Materials: README
CRAN checks: dann results

Downloads:

Reference manual: dann.pdf
Vignettes: dann
sub_dann
Package source: dann_0.2.0.tar.gz
Windows binaries: r-devel: dann_0.2.0.zip, r-devel-gcc8: dann_0.2.0.zip, r-release: dann_0.2.0.zip, r-oldrel: dann_0.2.0.zip
OS X binaries: r-release: dann_0.2.0.tgz, r-oldrel: not available
Old sources: dann archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=dann to link to this page.