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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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K. Narendra

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Open access 2026

Severity-Weighted Calibration Error for Reliability Assessment Under Outcome-Severity Imbalance

Probability calibration is critical for reliable high-stakes predictive modelling, yet standard aggregate metrics such as Expected Calibration Error (ECE) can obscure important failures in severity-imbalanced subgroups. This work proposes and evaluates Severity-Weighted Calibration Error (SWCE), a formally defined post...

Aman Chandra H, K. Narendra · 0 citations

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