Binary Classification with Karmic, Threshold-Quasi-Concave Metrics

Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar

Abstract: Complex performance measures, beyond the popular measure of accuracy, are increasingly being used in the context of binary classification. These complex performance measures are typically not even ...