Package: ordered 0.1.0.9002

ordered: 'parsnip' Engines and Wrappers for Ordinal Classification Models

Bindings, methods, and tuners for using ordinal classification models with the 'parsnip' and 'dials' packages. These include the regularized elastic net ordinal regression of Wurm, Hanlon, and Rathouz (2021) <doi:10.18637/jss.v099.i06> in 'ordinalNet', the ordinal classification trees of Galimberti, Soffritti, and Di Maso (2012) <doi:10.18637/jss.v047.i10> in 'rpartScore', and the latent variable ordinal forests of Hornung (2020) <doi:10.1007/s00357-018-9302-x> in 'ordinalForest'.

Authors:Max Kuhn [aut], Jason Cory Brunson [aut, cre], Posit Software PBC [cph]

ordered_0.1.0.9002.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ordered/json (API)

# Install 'ordered' in R:

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

Bug tracker:https://github.com/corybrunson/ordered/issues

Pkgdown/docs site:https://corybrunson.github.io

On CRAN:

ordinal-classification ordinal-regression parsnip tidymodels

5.82 score 9 stars 43 scripts 340 downloads 24 exports 38 dependencies

Last updated from:52ff530959. Checks:2 ERROR, 2 OK, 5 NOTE. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	ERROR	273
source / vignettes	OK	302
linux-release-x86_64	ERROR	247
macos-release-arm64	NOTE	183
macos-oldrel-arm64	NOTE	137
windows-devel	NOTE	154
windows-release	NOTE	167
windows-oldrel	NOTE	168
wasm-release	OK	160

Exports:honesty honesty_fraction naive_scores num_score_perms num_score_trees num_scores num_scores_best ord_metric ordinalForest_wrapper ordinalNet_wrapper orf_wrapper predict_glmnetcr_wrapper predict_lrm_wrapper predict_ordinalNet_wrapper prune_func rpartScore_wrapper sample_fraction split_func threshold_structure values_ord_metric values_ordinal_link_clm values_ordinal_link_VGAM VGAM_vgam_wrapper VGAM_vglm_wrapper

Dependencies:cli codetools cpp11 dials DiceDesign dplyr farver generics ggplot2 globals glue gtable hardhat isoband labeling lifecycle magrittr parsnip pillar pkgconfig prettyunits purrr R6 RColorBrewer rlang 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
Dials for 'ordinal' engine parameters	clm_parameters threshold_structure values_ordinal_link_clm
Dials for 'ordinalForest' engine parameters	naive_scores num_scores num_scores_best num_score_perms num_score_trees ordinalForest_parameters ord_metric values_ord_metric
Dials for 'orf' engine parameters	honesty honesty_fraction orf_parameters sample_fraction
Dials for 'rpartScore' engine parameters	prune_func rpartScore_parameters split_func