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文章基本信息

  • 标题:Constructing Scalable local Distributed Decision Trees algorithm for heterogeneous data sources
  • 本地全文:下载
  • 作者:Dr.E.Chandra ; P.Ajitha
  • 期刊名称:International Journal on Computer Science and Engineering
  • 印刷版ISSN:2229-5631
  • 电子版ISSN:0975-3397
  • 出版年度:2011
  • 卷号:3
  • 期号:1
  • 页码:262-265
  • 出版社:Engg Journals Publications
  • 摘要:This papers proposes a new scalable and robust distributed algorithm for constructing distributed decision trees in peer-to-peer environment for the heterogeneous data sources. Computation and communication cost in the peer-to-peer environment is higher and also on chances of reduced accuracy and response time may be higher. Proposed algorithm scales good and also provides the best prediction model in the well known classification technique of distributed decision trees
  • 关键词:Distributed Decision Trees ;peer-to-peer environment; heterogeneous data
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