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 |
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 suggests: | tidydann |
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