Package: dann 1.1.0

Greg McMahan

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>.

Authors:Greg McMahan [aut, cre]

dann_1.1.0.tar.gz
dann_1.1.0.tar.gz(r-4.7-arm64)dann_1.1.0.tar.gz(r-4.7-x86_64)dann_1.1.0.tar.gz(r-4.6-arm64)dann_1.1.0.tar.gz(r-4.6-x86_64)
dann_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
dann/json (API)
NEWS

# Install 'dann' in R:
install.packages('dann', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/gmcmacran/dann/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblascppopenmp

2.18 score 30 scripts 588 downloads 3 exports 42 dependencies

Last updated from:137600c2e4. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK166
linux-devel-x86_64OK159
source / vignettesOK196
linux-release-arm64OK155
linux-release-x86_64OK176
wasm-releaseOK129

Exports:danngraph_eigenvaluessub_dann

Dependencies:classcliclustercpp11DEoptimRdiptestfarverflexmixfpcggplot2gluegtablehardhatisobandkernlablabelinglatticelifecyclemagrittrMASSmclustmodeltoolsnnetpillarpkgconfigprabclusR6RColorBrewerRcppRcppArmadillorlangrobustbaseS7scalessparsevctrsstringistringrtibbleutf8vctrsviridisLitewithr