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A boosting method for maximizing the partial area under the ROC curve

BACKGROUND: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function combining multiple markers. The area under the ROC curve (AUC) for a score function measures the intrinsic ability for the...

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書目詳細資料
Main Authors: Komori, Osamu, Eguchi, Shinto
格式: Artigo
語言:Inglês
出版: BioMed Central 2010
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2898798/
https://ncbi.nlm.nih.gov/pubmed/20537139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-314
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