SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration

TL;DR

Sparse decision tree learning provides accurate and interpretable predictive models that are ideal for high-stakes applications by finding the single most accurate tree within a (soft) size limit…

Opening excerpt from the authors’ abstract. source