Package: conformalpvalue 0.1.0
conformalpvalue: Computes Conformal p-Values
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>.
Authors:
conformalpvalue_0.1.0.tar.gz
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conformalpvalue_0.1.0.tgz(r-4.4-any)conformalpvalue_0.1.0.tgz(r-4.3-any)
conformalpvalue_0.1.0.tar.gz(r-4.5-noble)conformalpvalue_0.1.0.tar.gz(r-4.4-noble)
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conformalpvalue.pdf |conformalpvalue.html✨
conformalpvalue/json (API)
# Install 'conformalpvalue' in R: |
install.packages('conformalpvalue', repos = c('https://chhavi-tyagi.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:393908433c. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-win | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
R-4.4-win | OK | Nov 08 2024 |
R-4.4-mac | OK | Nov 08 2024 |
R-4.3-win | OK | Nov 08 2024 |
R-4.3-mac | OK | Nov 08 2024 |
Exports:conformal_pvalues
Readme and manuals
Help Manual
Help page | Topics |
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Conformal P-values Calculation | conformal_pvalues |