most citedUnachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation

59 citations · 59 across the 1 of their papers we have counts for

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1 paper

cs.LG2012★ 59 cited

Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation

Kendrick Boyd, Vitor Santos Costa, Jesse Davis +1

Precision-recall (PR) curves and the areas under them are widely used to summarize machine learning results, especially for data sets exhibiting class skew. They are often used ana…