Explainable Global Fairness Verification of Tree-Based Classifiers

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese +1

We present a new approach to the global fairness verification of tree-based classifiers. Given a tree-based classifier and a set of sensitive features potentially leading to discri…