Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data

Publié en ligne: 03 déc. 2020

Pages: 51 - 67

Reçu: 15 mai 2020

Accepté: 30 sept. 2020

DOI: https://doi.org/10.2478/jaiscr-2021-0004

Mots clés

explainable classifiers, counterfactual approach, bias detection

© 2021 Agnieszka Mikołajczyk et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.