discrim: Model Wrappers for Discriminant Analysis
Bindings for additional classification models for use with the 'parsnip' package. Models include flavors of discriminant analysis, such as linear (Fisher (1936) <doi:10.1111/j.1469-1809.1936.tb02137.x>), regularized (Friedman (1989) <doi:10.1080/01621459.1989.10478752>), and flexible (Hastie, Tibshirani, and Buja (1994) <doi:10.1080/01621459.1994.10476866>), as well as naive Bayes classifiers (Hand and Yu (2007) <doi:10.1111/j.1751-5823.2001.tb00465.x>).
| Version: | 1.0.1 |
| Depends: | parsnip (≥ 0.2.0), R (≥ 3.4) |
| Imports: | dials, rlang, stats, tibble, withr |
| Suggests: | covr, dplyr, earth, ggplot2, klaR, knitr, MASS, mda, mlbench, modeldata, naivebayes, rmarkdown, sda, sparsediscrim (≥ 0.3.0), spelling, testthat (≥ 3.0.0), xml2 |
| Published: | 2023-03-08 |
| DOI: | 10.32614/CRAN.package.discrim |
| Author: | Emil Hvitfeldt 
[aut, cre],
Max Kuhn [aut],
Posit Software, PBC [cph, fnd] |
| Maintainer: | Emil Hvitfeldt <emil.hvitfeldt at posit.co> |
| BugReports: | https://github.com/tidymodels/discrim/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tidymodels/discrim, https://discrim.tidymodels.org/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | discrim results |
Documentation:
| Reference manual: | discrim.pdf |
Downloads:
| Package source: | discrim_1.0.1.tar.gz |
| Windows binaries: | r-devel: discrim_1.0.1.zip, r-release: discrim_1.0.1.zip, r-oldrel: discrim_1.0.1.zip |
| macOS binaries: | r-release (arm64): discrim_1.0.1.tgz, r-oldrel (arm64): discrim_1.0.1.tgz, r-release (x86_64): discrim_1.0.1.tgz, r-oldrel (x86_64): discrim_1.0.1.tgz |
| Old sources: | discrim archive |
Reverse dependencies:
| Reverse imports: | fastml |
| Reverse suggests: | finetune, tidyAML |
Linking:
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