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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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Bibliografiska uppgifter
Huvudupphovsmän: Liu, Yufeng, Wu, Yichao, He, Qinying
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2010
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3722909/
https://ncbi.nlm.nih.gov/pubmed/23894688
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