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Perceptions of orthodontic treatment need: Receiver Operating Characteristic analysis

D Bearn1, J Wright, E Kay

  • 1Department of Dental Medicine and Surgery, University of Manchester Dental Hospital, England.

Community Dentistry and Oral Epidemiology
|October 1, 1996
PubMed

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A ROC (Receiver Operating Characteristic) plot is a graphical tool used to assess the performance of a binary classification model by illustrating the trade-off between sensitivity (true positive rate) and specificity (false positive rate). By plotting sensitivity against 1 - specificity across various threshold settings, the ROC curve shows how well the model distinguishes between classes, with a curve closer to the top-left corner indicating a more accurate model. The area under the ROC curve...