Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data

1 code implementation • 22 Aug 2023 • Katarzyna Kobylińska, Mateusz Krzyziński, Rafał Machowicz, Mariusz Adamek, Przemysław Biecek

If differently behaving models are detected in the Rashomon set, their combined analysis leads to more trustworthy conclusions, which is of vital importance for high-stakes applications such as medical applications.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)