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Predictive value of tests is the probability of a target condition given by the result of a test, often in regard to medical tests.
A conversion of continuous values into binary values can be performed, such as designating a pregnancy test as "positive" above a certain cutoff value, but this confers a loss of information and generally results in less accurate predictive values.