Tag: auc
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The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. The post The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel appeared first on Towards Data Science. angela shi Go to original source
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ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models
ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models Understand how ROC curves and AUC help you go beyond accuracy with visuals and examples. The post ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models appeared first on Towards Data Science. Nikhil Dasari Go to original source
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Behavior of prediction performance metrics with rare events
Behavior of prediction performance metrics with rare events arXiv:2504.16185v1 Announce Type: new Abstract: Area under the receiving operator characteristic curve (AUC) is commonly reported alongside binary prediction models. However, there are concerns that AUC might be a misleading measure of prediction performance in the rare event setting. This setting is common since many events of…