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文章基本信息

  • 标题:A Weighted Relational Classification Algorithm Based on Rough Set
  • 作者:Fu Jinghong ; Zhang Chunying ; Wang Jing
  • 期刊名称:International Journal of Education and Management Engineering(IJEME)
  • 印刷版ISSN:2305-3623
  • 电子版ISSN:2305-8463
  • 出版年度:2013
  • 卷号:3
  • 期号:2
  • 页码:20-25
  • 出版社:MECS Publisher
  • 摘要:A Weighted Relational Classification Algorithm Based on Rough Set is proposed in this paper. The relations of tables are classified in database, relational graph is converted into 0 - 1 matrix, the weight is calculated using UCINET; at the same time, different condition attributes are weighted differently by using attribute frequency of Rough Set. It is improved effectively. Experiments have proved that new classifier has good classification performance.
  • 关键词:Multi-relational classification;0-1 matrix;attributes frequency
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