Pierre Blanchart

An exact counterfactual-example-based approach to tree-ensemble models interpretability

2021 · arXiv (Cornell University)

Explaining the decisions of machine learning models is becoming a necessity in many areas where trust in ML models decision is key to their accreditation/adoption. The ability to explain models decisions also allows to provide …