Optimal Recourse Summaries via Bi-Objective Decision Tree Learning

Ioannis Chatzis, Jason Liartis, Athanasios Voulodimos +1

Actionable Recourse provides individuals with actions they can take to change an unfavorable classifier outcome. While useful at the instance level, it is ill-suited for global aud…