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Receiver Operating Characteristic Plot

Receiver Operating Characteristic Plot

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...

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Related Experiment Video

Updated: Jul 2, 2026

Using Optical Coherence Tomography and Optokinetic Response As Structural and Functional Visual System Readouts in Mice and Rats

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Constructing receiver operating characteristics (ROCs) with experimental animals: cautionary notes

John T Wixted¹, Larry R Squire

¹Department of Psychology, University of California, San Diego, California 92161, USA.

Learning & Memory (Cold Spring Harbor, N.Y.)

|September 6, 2008

Summary

No abstract available in PubMed .

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