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: | 1.0.2 |
| 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 (≥1.0.0),fpc (≥ 2.1-11.1),Rcpp (≥ 1.0.1),hardhat |
| LinkingTo: | Rcpp,RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0),rmarkdown (≥ 1.18),mlbench (≥ 2.1-1),dplyr (≥ 0.8.0.1),magrittr (≥ 1.5),recipes |
| Published: | 2025-04-12 |
| DOI: | 10.32614/CRAN.package.dann |
| Author: | Greg McMahan [aut, cre] |
| Maintainer: | Greg McMahan <gmcmacran at gmail.com> |
| BugReports: | https://github.com/gmcmacran/dann/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/gmcmacran/dann |
| NeedsCompilation: | yes |
| Materials: | README,NEWS |
| CRAN checks: | dann results |