Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups

Janis Kalofolias, Mario Boley, Jilles Vreeken

Subgroup discovery is a local pattern mining technique to find interpretable descriptions of sub-populations that stand out on a given target variable. That is, these sub-populatio…