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《Journal of Anhui University(Natural Science Edition)》 2011-03
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Research of ID3 algorithm in decision tree

WANG Yong-mei1,HU Xue-gang2 (1.School of Information and Computer,Anhui Agricultural University,Hefei 230036,China;2.School of Computer and Information,Hefei University of Technology,Hefei 230022,China)  
ID3 algorithm was the core approach in Decision Tree algorithm.In this paper,basic ideas,approaches and performance of ID3 algorithm were introduced and analyzed,and some deficiencies were found.Then weight was introduced in the research in order to improve the algorithm.Results of the experiments show that improvement involving weight factors are effective.
【Fund】: 国家自然科学基金资助项目(30971691);; 安徽省自然科学基金资助项目(090412044)
【CateGory Index】: TP311.13
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