Tree-based local explanations of machine learning model predictions, AraucanaXAI

no code implementations • 15 Oct 2021 • Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi

Increasingly complex learning methods such as boosting, bagging and deep learning have made ML models more accurate, but harder to understand and interpret.

BIG-bench Machine Learning Classification +2