Predictive Multiplicity in Probabilistic Classification

Jamelle Watson-Daniels, David C. Parkes, Berk Ustun

Machine learning models are often used to inform real world risk assessment tasks: predicting consumer default risk, predicting whether a person suffers from a serious illness, or…