Biomarker evaluation - c-statistic (AUC) and alternatives
Datamethods Discussion Forum [Unofficial]
March 26, 2026
Uriah:
> Honestly the only performance metrics I care about from the “Discrimination” category are PPV and Lift - but they also hardly related to patient-specific decision making and more about organization-resource-constraint type of decision making.
Uriah these are generalized by distributions of predicted risk, back-to-back histograms, and related scatter plots as exemplified here.
Discussion in the ATmosphere