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 |