Package: tidydann 1.0.2

tidydann: Add the 'dann' Model and the 'sub_dann' Model to the 'tidymodels' Ecosystem

Provides model specifications and tuning parameters that make the models in the 'dann' package available to the 'tidymodels' ecosystem. Models based on Hastie (1996) <https://web.stanford.edu/~hastie/Papers/dann_IEEE.pdf>.

Authors:Greg McMahan [aut, cre]

tidydann_1.0.2.tar.gz
tidydann_1.0.2.zip(r-4.7-any)tidydann_1.0.2.zip(r-4.6-any)tidydann_1.0.2.zip(r-4.5-any)
tidydann_1.0.2.tgz(r-4.6-any)tidydann_1.0.2.tgz(r-4.5-any)
tidydann_1.0.2.tar.gz(r-4.7-any)tidydann_1.0.2.tar.gz(r-4.6-any)
tidydann_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tidydann/json (API)

# Install 'tidydann' in R:

install.packages('tidydann', repos = c('https://gmcmacran.r-universe.dev', 'https://cloud.r-project.org'))

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

On CRAN:

3.30 score 313 downloads 8 exports 55 dependencies

Last updated from:5b118945a6. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	143
source / vignettes	OK	225
linux-release	OK	172
macos-release	OK	119
macos-oldrel	OK	117
windows-devel	OK	103
windows-release	OK	113
windows-oldrel	OK	109
wasm-release	OK	150

Exports:matrix_diagonal nearest_neighbor_adaptive neighborhood sphere tidydann_get_threads tidydann_has_openmp tidydann_set_threads weighted

Dependencies:class cli cluster codetools cpp11 dann DEoptimR dials DiceDesign diptest dplyr farver flexmix fpc generics ggplot2 globals glue gtable hardhat isoband kernlab labeling lattice lifecycle magrittr MASS mclust modeltools nnet parsnip pillar pkgconfig prabclus prettyunits purrr R6 RColorBrewer Rcpp RcppArmadillo rlang robustbase S7 scales sfd sparsevctrs stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Softening	matrix_diagonal
Discriminant Adaptive Nearest Neighbor Classification	nearest_neighbor_adaptive
Neighborhood size	neighborhood
Sphering method	sphere
Control the number of threads tidydann uses	tidydann_get_threads tidydann_has_openmp tidydann_set_threads
Declare tunable parameters	tunable.nearest_neighbor_adaptive
Update a model specification	update.nearest_neighbor_adaptive
Weighted between class covariance	weighted