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ConformalSmallest  

Efficient Tuning-Free Conformal Prediction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ConformalSmallest", "1.0")



Attach the package and use:
library("ConformalSmallest")
Maintained by
Yachong Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-08-09
Latest Update: 2021-08-09
Description:
An implementation of efficiency first conformal prediction (EFCP) and validity first conformal prediction (VFCP) that demonstrates both validity (coverage guarantee) and efficiency (width guarantee). To learn how to use it, check the vignettes for a quick tutorial. The package is based on the work by Yang Y., Kuchibhotla A.,(2021) .
How to cite:
Yachong Yang (2021). ConformalSmallest: Efficient Tuning-Free Conformal Prediction. R package version 1.0, https://cran.r-project.org/web/packages/ConformalSmallest. Accessed 04 Jan. 2025.
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