Area under Precision-Recall Curves for Weighted and Unweighted Data
نویسندگان
چکیده
منابع مشابه
Area under Precision-Recall Curves for Weighted and Unweighted Data
Precision-recall curves are highly informative about the performance of binary classifiers, and the area under these curves is a popular scalar performance measure for comparing different classifiers. However, for many applications class labels are not provided with absolute certainty, but with some degree of confidence, often reflected by weights or soft labels assigned to data points. Computi...
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ژورنال
عنوان ژورنال: PLoS ONE
سال: 2014
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0092209