文章基本信息

标题：Implementation of ID3 Algorithm
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作者：Rupali Bhardwaj ; Sonia Vatta
期刊名称：International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN：2277-6451
电子版ISSN：2277-128X
出版年度：2013
卷号：3
期号：6
出版社：S.S. Mishra
摘要：Inductive learning is the learning that is based on induction. In inductive learningDecision tree algorithms are very famous. For the appropriate classification of the objects with the given attributes inductive methods use these algorithms basically. These algorithms are very important in the classification of the objects. That is why many of these algorithms are used in the intelligent systems as well. In this paper the ID3 decision tree learning algorithm is implemented with the help of an example which includes the training set of two weeks. The basic calculations are used to calculate the classification related to the training set used.The resultant of the work will be the classified decision tree and the decision rules. The algorithm is implemented in the java language
关键词：inductive; classification; ID3; decision learning; algorithm