What (not) to expect when classifying rare events
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DOI: 10.1093/bib/bbw107
Abstract: When building classifiers, it is natural to require that the classifier correctly estimates the event probability (Constraint 1), that it has equal sensitivity and specificity (Constraint 2) or that it has equal positive and negative… read more here.
Keywords: classifying rare; expect classifying; rare events; constraint ... See more keywords