Efficient Exploration of the Rashomon Set of Rule Set Models

Martino Ciaperoni, Han Xiao, Aristides Gionis

Today, as increasingly complex predictive models are developed, simple rule sets remain a crucial tool to obtain interpretable predictions and drive high-stakes decision making. Ho…