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A relationship between the incremental values of area under the ROC curve and of area under the precision-recall curve

Abstract Background Incremental value (IncV) evaluates the performance change between an existing risk model and a new model. Different IncV metrics do not always agree with each other. For example, compared with a prescribed-dose model, an ovarian-dose model for predicting acute ovarian failure has...

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Autori principali: Qian M. Zhou, Lu Zhe, Russell J. Brooke, Melissa M. Hudson, Yan Yuan
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMC 2021-07-01
Serie:Diagnostic and Prognostic Research
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Accesso online:https://doi.org/10.1186/s41512-021-00102-w
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