Janis Kalofolias

Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups

2017

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-populations are exceptional with regard to the global distribution. In …