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P&R are a way to measure the relevance of set of retrieved instances. Precision is the % of correct instances out of all instances retrieved. Relevance is the % of true instances retrieved. The harmonic mean of P&R is the F1-score. P&R are used in data mining to evaluate classifiers.

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How to calculate precision and recall in a 3 x 3 confusion matrix

Predicted class Cat Dog Rabbit Actual class Cat 5 3 0 Dog 2 3 1 Rabbit 0 2 11 How c …
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