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What are the problems noted when using AU-ROC curve

Problem with the AU-ROC curve.

  • Are sensitivity and specificity equally important?
  • Confidence scales may be inconsistent and unreliable
  • Extrapolation.
  • Prevalence of abnormality.
  • Clinical comprehension and relevance.

To read more:- https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4356897/