Carte Evolutionary Machine Learning in Linguistic Knowledge Extraction Lamiaa Ahmed

Evolutionary Machine Learning in Linguistic Knowledge Extraction

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
297.61 lei
This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - M...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2016
Pagini
140
EAN
9783659891038
Enbook ID
13411736
Greutate
225
Dimensiuni
150 x 220 x 8

Descriere completă

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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