Attribute Selection with Genetic Algorithm

Name: Attribute Selection with Genetic Algorithm
Brand: LAP Lambert Academic Publishing
SKU: 9783659871634
Price: 173.02 RON
Availability: InStock

Genetic Algorithm Based Attributes Subset Selection Using Naive Bays Classifier

Autor: Bhupendra Kumar, Somesh Kumar

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Editura: LAP Lambert Academic Publishing

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

Informații despre carte

Autor

Bhupendra Kumar, Somesh Kumar

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

EAN

9783659871634

Enbook ID

10950956

Editura

LAP Lambert Academic Publishing

Greutate

Dimensiuni

150 x 220 x 3

Descriere completă

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

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Descriere completă

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