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文章基本信息

  • 标题:Support Vector Machines
  • 本地全文:下载
  • 作者:David Meyer
  • 期刊名称:R News
  • 印刷版ISSN:1609-3631
  • 出版年度:2001
  • 卷号:1
  • 期号:3
  • 页码:23
  • 出版社:The R Foundation for Statistical Computing
  • 摘要:“Hype or Hallelujah?” is the provocative title used by Bennett & Campbell (2000) in an overview of Support Vector Machines (SVM). SVMs are currently a hot topic in the machine learning community, creating a similar enthusiasm at the moment as Artificial Neural Networks used to do before. Far from being a panacea, SVMs yet represent a powerful technique for general (nonlinear) classification, regression and outlier detection with an intuitive model representation.
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