A comparative study on inductive operators of fuzzy decision tree

Xue Linyan, Hong Wang, Shuang Liu · 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery · 2010

A fuzzy decision tree can be constructed from a training set of cases and converted into a set of fuzzy rules. In this paper, the reasoning ability of four inductive operators, which are used for applying fuzzy rules to classification, are analyzed and compared. The purpose of this study is to show some useful guidelines on how to choose an appropriate operator for classified problem.

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