期刊名称:International Journal of Artificial Intelligence and Expert Systems (IJAE)
电子版ISSN:2180-124X
出版年度:2010
卷号:1
期号:4
页码:75-87
出版社:Computer Science Journals
摘要:Machine Learning aims to generate classifying expressions simple enough to be understood easily by the human. There are many machine learning approaches available for classification. Among which decision tree learning is one of the most popular classification algorithms. In this paper we propose a systematic approach based on decision tree which is used to automatically determine the patient's post-operative recovery status. Decision Tree structures are constructed, using data mining methods and then are used to classify discharge decisions.