Attribute Selection with Genetic Algorithm: Genetic Algorithm Based Attributes Subset Selection Using Naive Bays Classifier - Brossura

Kumar, Bhupendra; Kumar, Somesh

 
9783659871634: Attribute Selection with Genetic Algorithm: Genetic Algorithm Based Attributes Subset Selection Using Naive Bays Classifier
Brossura
ISBN 10: 365987163X ISBN 13: 9783659871634
Casa editrice: LAP LAMBERT Academic Publishing, 2016

Sinossi

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 naïve 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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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2016
Lingua
Inglese
ISBN 10 
365987163X
ISBN 13 
9783659871634
Rilegatura
Copertina flessibile
Numero di pagine
52
Contatto del produttore
non disponibile
Persona responsabile
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