Attribute Selection with Genetic Algorithm

Name: Attribute Selection with Genetic Algorithm
Brand: LAP Lambert Academic Publishing
SKU: 9783659871634
Price: 710 CZK
Availability: InStock

Genetic Algorithm Based Attributes Subset Selection Using Naive Bays Classifier

Autor: Bhupendra Kumar, Somesh Kumar

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

710 Kč

Feature selection is the first task of any learning approach to define a relevant set of features. S...

Informace o knize

Autor

Bhupendra Kumar, Somesh Kumar

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

EAN

9783659871634

Enbook ID

10950956

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

Rozměry

150 x 220 x 3

Kompletní popis

Feature selection is the first task of any learning approach to define a relevant set of features. Several methods are proposed to deal with the problem of feature selection including filter, wrapper and embedded methods. In this work, we focus on feature subset selection to select a minimally sized subset of optimal features. Feature Selection is optimization problem; genetic algorithm based attribute subset selection using naďve bayes classifier is used for this purpose. GABASS are found to be the best technique for selection purpose when there is very large population. The GABASS provides good results and their power lies in the good adaptation to the various and fast changing environments.

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Attribute Selection with Genetic Algorithm

Genetic Algorithm Based Attributes Subset Selection Using Naive Bays Classifier

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také