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文章基本信息

  • 标题:On the Combination of Logistic Regression and Local Probability Estimates
  • 本地全文:下载
  • 作者:Melanie Osl
  • 期刊名称:African Journal of Information & Communication Technology
  • 印刷版ISSN:1449-2679
  • 出版年度:2009
  • 卷号:5
  • 期号:2
  • 页码:7-7
  • 出版社:University of Technology, Sydney
  • 摘要:In this paper we give a survey of the combination of classifiers. We briefly describe basic principles of machine learning and the problem of classifier construction and review several approaches to generate different classifiers as well as established methods to combine different classifiers. Then, we introduce our novel approach to assess the appropriateness of different classifiers based on their characteristics for each test point individually
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