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Utility-based Weighted Multicategory Robust Support Vector Machines

The Support Vector Machines (SVM) has been an important classification technique in both machine learning and statistics communities. The robust SVM is an improved version of the SVM so that the resulting classifier can be less sensitive to outliers. In many practical problems, it may be advantageou...

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Bibliografische gegevens
Hoofdauteurs: Liu, Yufeng, Wu, Yichao, He, Qinying
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2010
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3722909/
https://ncbi.nlm.nih.gov/pubmed/23894688
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