Decision Trees as a Support in Admission Process at University

被引:0
|
作者
Falat, Lukas [1 ]
Divinska, Martina [1 ]
机构
[1] Univ Zilina, Fac Management Sci & Informat, Zilina, Slovakia
关键词
decision tree; R; admission process; university;
D O I
暂无
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
This paper deals with the use of decision tree models implemented into the admission process at selected university. At first we present how analytics can be helpful today. We then suggest the use of analytics in eduction - we propose the use of decision tree as a support in adminssion process at university. We describe dataset with twelve independent variables. We then present the methodology and the process of implementation of decison tree for admission process in R. We use the rpart packages in R to build our model. Finally, we present our results using confusion matrix and accuracy rate and suggest the further potential of using decision trees in this domain.
引用
收藏
页码:1537 / 1543
页数:7
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