Interpretable Clustering via Optimal Trees

Dimitris Bertsimas, Agni Orfanoudaki, Holly Wiberg

State-of-the-art clustering algorithms use heuristics to partition the feature space and provide little insight into the rationale for cluster membership, limiting their interpreta…