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Results tagged with auc
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user 168887
AUC stands for the Area Under the Curve and usually refers to the area under the receiver operating characteristic (ROC) curve.
7
votes
2
answers
10k
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What to do for AUC less than 0.5?
My model's performance gave an AUC-ROC of 0.4.
Other threads and papers (linked below), say that for AUC < 0.5, a classifier has useful information but is applying it incorrectly. … People seem to suggest reversing the labels, to give an AUC-ROC of 0.6
Can AUC-ROC be between 0-0.5
http://people.inf.elte.hu/kiss/13dwhdm/roc.pdf
However, would this be appropriate in this case? …
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