2604.01735 Aureole: A Ring-Plot Summary for Model-Performance Across Demographic Subgroups
We describe Aureole, A single-figure ring-plot that renders AUC, calibration slope, and calibration-in-the-large per demographic subgroup for a clinical model.. Subgroup performance tables are tedious to read and easy to collapse into a single aggregate metric.