63 citations · 72 across the 5 of their papers we have counts for
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cs.LG2015★ 9 cited
Visualization of Tradeoff in Evaluation: from Precision-Recall & PN to LIFT, ROC & BIRD
David M. W. Powers
Evaluation often aims to reduce the correctness or error characteristics of a system down to a single number, but that always involves trade-offs. Another way of dealing with this…
cs.IR2015★ 63 cited
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes
David M. W. Powers
The F-measure or F-score is one of the most commonly used single number measures in Information Retrieval, Natural Language Processing and Machine Learning, but it is based on a mi…