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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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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Luckett, Daniel J., Laber, Eric B., El-Kamary, Samer S., Fan, Cheng, Jhaveri, Ravi, Perou, Charles M., Shebl, Fatma M., Kosorok, Michael R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7914290/
https://ncbi.nlm.nih.gov/pubmed/32865820
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13365
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