Package: dann 1.0.1

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

dann_1.0.1.tar.gz
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dann_1.0.1.tar.gz(r-4.5-noble)dann_1.0.1.tar.gz(r-4.4-noble)
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dann.pdf |dann.html
dann/json (API)
NEWS

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

Peer review:

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

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

On CRAN:

3 exports 1.19 score 46 dependencies 37 scripts 373 downloads

Last updated 2 months agofrom:a244783730. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 01 2024
R-4.5-win-x86_64OKSep 01 2024
R-4.5-linux-x86_64OKSep 01 2024
R-4.4-win-x86_64OKSep 01 2024
R-4.4-mac-x86_64OKSep 01 2024
R-4.4-mac-aarch64OKSep 01 2024
R-4.3-win-x86_64OKSep 01 2024
R-4.3-mac-x86_64OKSep 01 2024
R-4.3-mac-aarch64OKSep 01 2024

Exports:danngraph_eigenvaluessub_dann

Dependencies:classcliclustercolorspaceDEoptimRdiptestfansifarverflexmixfpcggplot2gluegtablehardhatisobandkernlablabelinglatticelifecyclemagrittrMASSMatrixmclustmgcvmodeltoolsmunsellnlmennetpillarpkgconfigprabcluspurrrR6RColorBrewerRcppRcppArmadillorlangrobustbasescalesstringistringrtibbleutf8vctrsviridisLitewithr