Computing the Collection of Good Models for Rule Lists

Kota Mata, Kentaro Kanamori, Hiroki Arimura

Since the seminal paper by Breiman in 2001, who pointed out a potential harm of prediction multiplicities from the view of explainable AI, global analysis of a collection of all go…