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
dann_1.0.1.zip(r-4.5)dann_1.0.1.zip(r-4.4)dann_1.0.1.zip(r-4.3)
dann_1.0.1.tgz(r-4.4-x86_64)dann_1.0.1.tgz(r-4.4-arm64)dann_1.0.1.tgz(r-4.3-x86_64)dann_1.0.1.tgz(r-4.3-arm64)
dann_1.0.1.tar.gz(r-4.5-noble)dann_1.0.1.tar.gz(r-4.4-noble)
dann_1.0.1.tgz(r-4.4-emscripten)dann_1.0.1.tgz(r-4.3-emscripten)
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'))

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

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

On CRAN:

3.74 score 37 scripts 248 downloads 3 exports 46 dependencies

Last updated 4 months agofrom:a244783730. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 31 2024
R-4.5-win-x86_64	OK	Oct 31 2024
R-4.5-linux-x86_64	OK	Oct 31 2024
R-4.4-win-x86_64	OK	Oct 31 2024
R-4.4-mac-x86_64	OK	Oct 31 2024
R-4.4-mac-aarch64	OK	Oct 31 2024
R-4.3-win-x86_64	OK	Oct 31 2024
R-4.3-mac-x86_64	OK	Oct 31 2024
R-4.3-mac-aarch64	OK	Oct 31 2024

Exports:dann graph_eigenvalues sub_dann

Dependencies:class cli cluster colorspace DEoptimR diptest fansi farver flexmix fpc ggplot2 glue gtable hardhat isoband kernlab labeling lattice lifecycle magrittr MASS Matrix mclust mgcv modeltools munsell nlme nnet pillar pkgconfig prabclus purrr R6 RColorBrewer Rcpp RcppArmadillo rlang robustbase scales stringi stringr tibble utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Discriminant Adaptive Nearest Neighbor Classification	dann
Discriminant Adaptive Nearest Neighbor Classification	dann.data.frame
Discriminant Adaptive Nearest Neighbor Classification	dann.default
Discriminant Adaptive Nearest Neighbor Classification	dann.formula
Discriminant Adaptive Nearest Neighbor Classification	dann.matrix
Discriminant Adaptive Nearest Neighbor Classification	dann.recipe
A helper for sub_dann	graph_eigenvalues
A helper for sub_dann	graph_eigenvalues.data.frame
A helper for sub_dann	graph_eigenvalues.default
A helper for sub_dann	graph_eigenvalues.formula
A helper for sub_dann	graph_eigenvalues.matrix
A helper for sub_dann	graph_eigenvalues.recipe
Discriminant Adaptive Nearest Neighbor Classification	predict.dann
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	predict.sub_dann
Print dann model	print.dann
Print dann model.	print.sub_dann
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann.data.frame
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann.default
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann.formula
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann.matrix
Discriminant Adaptive Nearest Neighbor With Subspace Reduction	sub_dann.recipe