Are clinical tests that can detect the disease well (large AUC) always “good” tests (in the...
Are clinical tests that can detect the disease well (large AUC) always “good” tests (in the sense having high specificity and sensitivity)? Why or why not?
Homework Answers
We know that,
The area under the ROC curve (AUC) results were considered excellent for AUC values between 0.9-1, good for AUC values between 0.8-0.9, fair for AUC values between 0.7-0.8, poor for AUC values between 0.6-0.7 and failed for AUC values between 0.5-0.6.
Hence,
Clinical tests with large AUC are always "good" test.
Thank you.
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Are clinical tests that can detect the disease well (large AUC)
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