Roc-Auc on The Standard Error

Roc-Auc on The Standard Errorhttps://jongha-jeon-dev.github.io/standarderror/tags/roc-auc/Recent content in Roc-Auc on The Standard ErrorHugo -- 0.123.7en-gbTue, 13 Oct 2026 00:00:00 +0000ML 47: The Model With the Best AUC Was Never the Best When Misses Cost Ten Times Morehttps://jongha-jeon-dev.github.io/standarderror/lectures/ml-47-auc-decisions/Tue, 13 Oct 2026 00:00:00 +0000https://jongha-jeon-dev.github.io/standarderror/lectures/ml-47-auc-decisions/AUC summarises a ranking over every threshold at once. A decision uses one threshold, and the model that ranks best on average is not always the one that ranks best there.