文章基本信息

标题：Issuing of Pollution Under Control Certificate using 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：5
出版社：S.S. Mishra
摘要：Learning that is based on induction is the inductive learning. Decision tree algorithms are very famous in inductive learning. These kinds of algorithm use inductive methods for the appropriate classification of the objects with the given attributes. These algorithms are very beneficial in the cla ssification of the objects and are mainly used in expert systems. In this pa per the ID3 decision tree learning algorithm is used to find out whether there are any changes in the present decision rules for issuing of PUCC (Pollution under Control Certificate) when some new attributes are added. Here the three studies are done regarding the issuing of PUCC and in each study a new attribute is added to the dataset to get the decision rules as resultant. The algorithm is implemented in the java language.
关键词：inductive;classification;ID3;decision learning; algorithm