AGFS: Adaptive Genetic Fuzzy System for medical data classification.

B. Dennis, S. Muthukrishnan

Applied Soft Computing（2014）

引用 78|浏览15

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摘要

•Adaptive Genetic Fuzzy System (AGFS) for optimizing rules and membership functions.•Examined the system with seven datasets using quantitative and qualitative analysis.•Achieved average accuracy of 87%.•AGFS can be functional to different types of application related to classification.

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关键词

Classification,Fuzzy set,Genetic Algorithm,Rule optimization,Mutation,Cross over

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