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ConformalSmallest: Efficient Tuning-Free Conformal Prediction
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) <arxiv:2104.13871>.
Getting started
Browse package contents
Package details |
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| Author | Yachong Yang [aut, cre] |
| Maintainer | Yachong Yang <yachong@wharton.upenn.edu> |
| License | GPL (>= 3) |
| Version | 1.0 |
| URL | https://github.com/Elsa-Yang98/ConformalSmallest |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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