Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals

Nicolas Caron, Christophe Guyeux, Hassan Noura +2

Evaluating wildfire risk systems using standard machine-learning metrics such as F1-score or IoU is fundamentally flawed: these metrics assess event prediction accuracy, not the op…