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A new structuring method of decision Tree

  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Decision tree is a common classification algorithm, but this classic algorithm shows low efficiency when dealing with massive data structure decision tree. This paper presents a new approach to structuring decision tree. The split calculation of training units in classic algorithm is taken the place by FP Tree path sets. This method can improve the efficiency of decision tree with the presupposition that the results are the same with the classic algorithm. This method has been testified its validity and superiority by experiments.

源语言英语
主期刊名Proceedings of the 2008 International Conference on Computer and Electrical Engineering, ICCEE 2008
817-820
页数4
DOI
出版状态已出版 - 2008
活动2008 International Conference on Computer and Electrical Engineering, ICCEE 2008 - Phuket, 泰国
期限: 20 12月 200822 12月 2008

出版系列

姓名Proceedings of the 2008 International Conference on Computer and Electrical Engineering, ICCEE 2008

会议

会议2008 International Conference on Computer and Electrical Engineering, ICCEE 2008
国家/地区泰国
Phuket
时期20/12/0822/12/08

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