Receiver operating characteristic curves and confidence bands for support vector machines

Many problems that appear in biomedical decision-making, such as diagnosing disease and predicting response to treatment, can be expressed as binary classification problems. The support vector machine (SVM) is a popular classification technique that is robust to model misspecification and effectivel...

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Bibliographic Details
Main Authors: El-Kamary, S.S (Author), Fan, C. (Author), Jhaveri, R. (Author), Kosorok, M.R (Author), Laber, E.B (Author), Luckett, D.J (Author), Perou, C.M (Author), Shebl, F.M (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
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Online Access:View Fulltext in Publisher