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›› 2002, Vol. 28 ›› Issue (12): 116-.

• 论文 • 上一篇    下一篇

数据挖掘原型系统GenMiner中分类挖掘模块的设计与实现

吴湘洲,田盛丰   

  1. 北方交通大学人工智能实验室,北方交通大学人工智能实验室 北京 100044
  • 发布日期:2002-12-25

Design and Implementation of the Classification Module in GenMiner

WU Xiangzhou,TIAN Shengfeng   

  1. (AI Laboratory of North Jiaotong University,Beijing 100044)
  • Published:2002-12-25

摘要: 通用数据挖掘原型系统GenMiner中分类挖掘模块采用耗时短、分类效率高、较为成熟的决策树C4.5,介绍了该系统中分类挖掘模块的设计与实现,并说明了分类挖掘模块采用决策树C4.5的方法。

关键词: 数据挖掘, GenMiner, 分类, 决策树, C4.5

Abstract: The classification module in GenMiner uses the decision tree C4.5 whose time-cost is small and classification is very efficient,and which has been developed very well.The design and implementation of the classification module in GenMiner,which is a general data mining prototype system is proposed in this paper.The paper also addresses the method of decision tree C4.5 which is used in the classification module.

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