Книга Evolutionary Machine Learning in Linguistic Knowledge Extraction Lamiaa Ahmed

Evolutionary Machine Learning in Linguistic Knowledge Extraction

Език: Английски език
Корици: С меки корици
Наличност: Външен склад
Изпращаме след 5-8 дни
56.47 110.45 лв
This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - M...

Информация за книгата

Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
140
EAN
9783659891038
Enbook ID
13411736
Теглоt
225
Размери
150 x 220 x 8

Пълно описание

This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - Michigan and Pittsburgh - for designing fuzzy rule-based classification systems. The search ability of each approach is examined to efficiently find fuzzy rule-based systems with high classification accuracy. These two approaches are combined into a single hybrid algorithm. The generalization ability of fuzzy rule-based classification systems, designed by the proposed hybrid algorithm is examined on real data sets. Experimental results show that the hybrid algorithm has higher search ability within a population of individual rules and within a population of rule sets.

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