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Why can recall be considered more important in medical screening?

Answer and explanation

Correct answer: Because it is important to identify as many diseased cases as possible

Recall is the proportion of actual positive cases, such as people who truly have a disease, that are correctly identified. In medical screening, classifying a diseased person as healthy is a false negative and can have serious consequences. Therefore, high recall may be prioritised to identify as many diseased cases as possible. Option B is incorrect because false positives should not be ignored; measures such as precision are used to reduce them.

Related tags

RecallMedical ScreeningClassification MetricsFalse NegativesOrange Data Mining

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