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

Enea Parimbelli, Giovanna Nicora, Szymon Wilk +2

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