A new metric E = KL distance to the nearest credal-set vertex plus λ times non-specificity ranks uncertainty-aware classifiers under a user-chosen accuracy-precision trade-off.
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A Unified Evaluation Framework for Epistemic Predictions
A new metric E = KL distance to the nearest credal-set vertex plus λ times non-specificity ranks uncertainty-aware classifiers under a user-chosen accuracy-precision trade-off.