ROC and AUC, Clearly Explained!
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YouTubeStatQuest with Josh Starmer
ROC and AUC, Clearly Explained!
ROC (Receiver Operator Characteristic) graphs and AUC (the area under the curve), are useful for consolidating the information from a ton of confusion matrices into a single, easy to interpret graph. This video walks you through how to create and interpret ROC graphs step-by-step. We then show how the AUC can be used to compare classification ...
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