A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation
A post-hoc transform fitted on held-out data and applied separately to each system is repurpose classical monotone calibration as a symmetric audit: a post-hoc transform fitted on held-out data and applied separately to each system.
Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany et al.
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