Mario Parrón Verdasco

An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees -- SRules

2024 · arXiv (Cornell University)

As artificial intelligence (AI) systems become increasingly integrated into critical decision-making processes, the need for transparent and interpretable models has become paramount. In this article we present a new ruleset creation method based on surrogate …