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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 (≥ 0.8.0.1), 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

Documentation:

Reference manual: dann.pdf

Downloads:

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

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.