Prediction of Learning Disabilities in School Age Children Using Decision Tree

被引:0
|
作者
Julie, M. David [1 ]
Kannan, Balakrishnan [2 ]
机构
[1] MES Coll, Cochin 683107, Kerala, India
[2] Cochin Univ Sci & Technol, Cochin 682022, Kerala, India
关键词
Data Mining; Decision Tree; Divide and Conquer; Gain Ratio; Learning Disability (LD);
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this paper is to predict the Learning Disabilities (LD) of school-age children using decision tree. Decision trees are powerful and popular tool for classification and prediction in Data mining. Different rules extracted from the decision tree are used for prediction of learning disabilities. LDs affect about 10 percent of all children enrolled in schools. The problems of children with specific learning disabilities have been a cause of concern to parents and teachers for some time. This paper highlights the data mining technique - decision tree, used for classification and extraction of rules for prediction of learning disabilities. As per the formulated rules, LD in any child can be identified.
引用
收藏
页码:533 / +
页数:2
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