文章基本信息

标题：A novel approach to construct decision tree using quick C4.5 algorithm
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作者：Deepti Juneja ; Sachin Sharma ; Anupriya Jain 等
期刊名称：Oriental Journal of Computer Science and Technology
印刷版ISSN：0974-6471
出版年度：2010
卷号：3
期号：2
页码：305-310
出版社：Oriental Scientific Publishing Company
摘要：With the rapid growth in size and number of available databases in commercial, industrial,administrative and other applications, it is necessary and interesting to examine how to extract knowledgefrom huge amount of data. There are several mining algorithms available to solve diverse data miningproblems. One of the knowledge and discover y in databases operations is the problem of inducingdecision trees. C4.5 is one of the most important algorithms in Decision Tree Induction. In this paperthe limitations of the existing C4.5 algorithm are discussed and an enhancement technique for improvingits efficiency is proposed
关键词：Data Mining; Decision Trees; C4.5 algorithm