2011 | OriginalPaper | Buchkapitel
Fuzzy ID3 Algorithm Based on Generating Hartley Measure
verfasst von : Fachao Li, Dandan Jiang
Erschienen in: Web Information Systems and Mining
Verlag: Springer Berlin Heidelberg
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Fuzzy decision tree induction algorithm is an important way with uncertain information. However, the current fuzzy decision tree algorithms do not systematically consider the impact of different fuzzy levels and simply make uncertainty treatment awareness into the selection of extended properties. To avoiding this problem, this paper establishes a generating Hartley measure model based on cut-standard, subsequently, proposes fuzzy ID3 algorithm based on generating Hartley measure model, finally, the results of the experiments indicates that the model is feasible and effective.