Serge Hoogendoorn

SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration

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. Rather than relying on a single “best” tree, Rashomon sets—trees with similar performance but varying s…