The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Computes marginal conformal p-values using conformal prediction in binary classification tasks. Conformal prediction is a framework that augments machine learning algorithms with a measure of uncertainty, in the form of prediction regions that attain a user-specified level of confidence. This package specifically focuses on providing conformal p-values that can be used to assess the confidence of the classification predictions. For more details, see Tyagi and Guo (2023) <https://proceedings.mlr.press/v204/tyagi23a.html>.
| Version: | 0.1.0 |
| Imports: | e1071, stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2023-10-05 |
| Author: | Chhavi Tyagi [aut, cre] |
| Maintainer: | Chhavi Tyagi <tyagi.chhavi2222 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | conformalpvalue results |
| Reference manual: | conformalpvalue.pdf |
| Package source: | conformalpvalue_0.1.0.tar.gz |
| Windows binaries: | r-devel: conformalpvalue_0.1.0.zip, r-release: conformalpvalue_0.1.0.zip, r-oldrel: conformalpvalue_0.1.0.zip |
| macOS binaries: | r-release (arm64): conformalpvalue_0.1.0.tgz, r-oldrel (arm64): conformalpvalue_0.1.0.tgz, r-release (x86_64): conformalpvalue_0.1.0.tgz, r-oldrel (x86_64): conformalpvalue_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=conformalpvalue to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.