A comparison of approaches to improve worst-case predictive model performance over patient subpopulations

Stephen R. Pfohl, Haoran Zhang, Yizhe Xu +3

Predictive models for clinical outcomes that are accurate on average in a patient population may underperform drastically for some subpopulations, potentially introducing or reinfo…