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>.


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install.packages("dann")

0.2.0 by Greg McMahan, 4 months ago


Browse source code at https://github.com/cran/dann


Authors: Greg McMahan


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports MASS, stats, tibble, ggplot2, stringr, purrr, rlang, fpc, Rcpp

Suggests testthat, knitr, rmarkdown, covr, mlbench, dplyr, magrittr

Linking to Rcpp, RcppArmadillo


See at CRAN