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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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Bibliografiske detaljer
Udgivet i: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.
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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