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Resampling ROC curves

Ndeye Niang Keita 1 Gilbert Saporta 1
1 CEDRIC - MSDMA - CEDRIC. Méthodes statistiques de data-mining et apprentissage
CEDRIC - Centre d'études et de recherche en informatique et communications
Abstract : Resampling procedures allows a better use of ROC curves and AUC for predictive purposes. We also address a drawback of AUC for the comparison of ROC curves which are crossing, by recommending the use of partial AUC.
Keywords : resampling AUC ROC curve
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Ndeye Niang Keita, Gilbert Saporta. Resampling ROC curves. IASC'07 International Association for Statistical Computing,, Aug 2007, Aveiro, Portugal. ⟨hal-01125359⟩

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