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Deep Dive into AUC in Machine Learning (Area Under the ROC Curve) (Part 1)
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Deep Dive into AUC in Machine Learning (Area Under the ROC Curve) (Part 1)
This is the first part of a 4-part Series on using the Area under the ROC Curve (AUC, AUROC, or C-statistic) in Machine Learning and Statistics. In this video we discuss why the AUC is important in Machine Learning. Specifically, it measures the performance of a ranking prediction in binary classification models. This is in contrast to most ...
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