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  • 标题:KEEL A DATA MINING TOOL: ANALYSIS WITH GENETIC
  • 本地全文:下载
  • 作者:Manju Narwal ; Ms. Pooja Mittal
  • 期刊名称:International Journal of Computer Science and Management Studies
  • 电子版ISSN:2231-5268
  • 出版年度:2012
  • 卷号:2
  • 期号:Special Issue
  • 出版社:Imperial Foundation
  • 摘要:This work is related to the KEEL (Knowledge Extraction based on Evolutionary Learning) tool, an open source software that supports data management and provides a platform for the analysis of evolutionary learning for Data Mining problems of different kinds including as regression, classification, unsupervised learning. It includes a big collection of evolutionary learning algorithms based on different approaches: Pittsburgh, Michigan. It empowers the user to perform complete analysis of any genetic fuzzy system in comparison to existing ones, with a statistical test module for comparison.
  • 关键词:Genetic programming; Data mining; Evolutionary algorithms; Experimental design; Graphical programming; Java Knowledge extraction; Machine learning
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