An Imbalance-Robust Evaluation Framework for Extreme Risk Forecasts

Sotirios D. Nikolopoulos

Evaluating rare-event forecasts is challenging because standard metrics collapse as event prevalence declines. Measures such as F1-score, AUPRC, MCC, and accuracy induce degenerate…