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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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書目詳細資料
Main Authors: Liu, Yufeng, Wu, Yichao, He, Qinying
格式: Artigo
語言:Inglês
出版: 2010
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3722909/
https://ncbi.nlm.nih.gov/pubmed/23894688
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