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For multiclass problems, there are 2 versions of the AUROC metric: the AUROC OvR and AUROC OvO.

Does anyone know in what particular cases we would use AUROC OvR vs. AUROC OvO? In the general academic literature, is there a preference given to one?

Many thanks in advance!

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