The New Approach on Fuzzy Decision Trees
نویسندگان
چکیده
Decision trees have been widely used in machine learning. However, due to some reasons, data collecting in real world contains a fuzzy and uncertain form. The decision tree should be able to handle such fuzzy data. This paper presents a method to construct fuzzy decision tree. It proposes a fuzzy decision tree induction method in iris flower data set, obtaining the entropy from the distance between an average value and a particular value. It also presents an experiment result that shows the accuracy compared to former ID3.
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ورودعنوان ژورنال:
- CoRR
دوره abs/1408.3002 شماره
صفحات -
تاریخ انتشار 2014