Monotonic evaluation framework measures whether increases in wildfire risk scores correspond to higher observed operational load
Read the original at arxiv.org→arXiv:2607.21597v1 Announce Type: new Abstract: Evaluating wildfire risk systems using standard machine-learning metrics such as F1-score or IoU is fundamentally flawed: these metrics assess event prediction...
Original headline: "Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals"
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- Jul 27, 04:00 UTC arXiv cs.AI lead source Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals