Replication materials

This repository contains the replication materials for the article titled Probabilistic Scores of Classifiers: Calibration is not Enough.

The working paper is on arXiv: https://arxiv.org/abs/2408.03421

All the R codes can be downloaded here: https://github.com/fer-agathe/scores-classif-calibration/blob/main/docs/replication_codes.zip.

A companion html e-book that explains the codes and provides supplementary materials can be accessed at the following url: https://fer-agathe.github.io/scores-classif-calibration.

Reference of the paper (preprint)

@misc{fernandesmachado_2024_probabilistic,
      title={Probabilistic Scores of Classifiers, Calibration is not Enough}, 
      author={Fernandes Machado, Agathe and Charpentier, Arthur and Flachaire, Emmanuel and Gallic, Ewen and Hu, Fran\c{c}ois},
      year={2024},
      eprint={2408.03421},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2408.03421}, 
      doi={10.48550/arXiv.2408.03421}
}