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conformalpvalue  

Computes Conformal p-Values
View on CRAN: Click here


Download and install conformalpvalue package within the R console
Install from CRAN:
install.packages("conformalpvalue")

Install from Github:
library("remotes")
install_github("cran/conformalpvalue")

Install by package version:
library("remotes")
install_version("conformalpvalue", "0.1.0")



Attach the package and use:
library("conformalpvalue")
Maintained by
Chhavi Tyagi
[Scholar Profile | Author Map]
First Published: 2023-10-05
Latest Update: 2023-10-05
Description:
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) .
How to cite:
Chhavi Tyagi (2023). conformalpvalue: Computes Conformal p-Values. R package version 0.1.0, https://cran.r-project.org/web/packages/conformalpvalue. Accessed 30 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited conformalpvalue R package
View conformalpvalue citation profile
Other R packages that conformalpvalue depends, imports, suggests or enhances
Complete documentation for conformalpvalue
Functions, R codes and Examples using the conformalpvalue R package
Some associated functions: conformal_pvalues . 
Some associated R codes: myfunction.R .  Full conformalpvalue package functions and examples
Downloads during the last 30 days
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