Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden

Jonathan A. Handler, Craig F. Feied, Michael T. Gillam

Machine prediction algorithms (e.g., binary classifiers) often are adopted on the basis of claimed performance using classic metrics such as sensitivity and predictive value. Howev…