Computer scienceData scienceMachine learningClassificationClassification metrics

Precision and recall

Theory

Precision vs Recall

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Select which statement refers to precision and which to recall.

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PrecisionRecall
It demonstrates the algorithm's ability to correctly detect the instances of a certain class
It reflects the ability to distinguish a specific class from other classes
?=TPTP+FP?=\frac{TP}{TP+FP}
?=TPTP+FN?=\frac{TP}{TP+FN}
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