Bitya Neuhof

Confident Feature Ranking

2023 · arXiv (Cornell University)

Machine learning models are widely applied in various fields. Stakeholders often use post-hoc feature importance methods to better understand the input features' contribution to the models' predictions. The interpretation of the importance values provided by …