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Conditional Coverage Diagnostics for Conformal Prediction

This repository contains the code for the experiments of our paper Conditional Coverage Diagnostics for Conformal Prediction.

You may be looking for the package covmetrics that is on another github.

This repo is structured with code in the folder "experiments".

  • The experiments_classifier_benchmark: contains our code for the comparison of different classifiers.
  • The experiments_CP_strategies_benchmark: contains our code for comparing different CP strategies. This repo contains part of the repo: https://github.com/Vekteur/multi-output-conformal-regression.
  • The experiments_general: contains most of the code that was used to generate our plots and tables.

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