Auditing Population-Level XAI Agreement with cABC: Evidence from Diabetes Risk Prediction
Auditing agreement between global explanation methods is underdeveloped in clinical XAI. Standard population-level agreement measures are poorly aligned with the practical question of interest: top-K overlap depends on an arbitrary cutoff, while rank-correlation metrics can overweight tail-order differences that are op...