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Subramanian, Senthamarai Kannan:

Hybrid Methods in Feature Selection: A Data Classification Perspective - Hybrid Feature Selection Methods are the proven methods for Large Scale Feature Selection - Livro de bolso

2011, ISBN: 9783844399240

[ED: Taschenbuch / Paperback], [PU: Dictus Publishing], In recent years, data have become increasingly larger in both number of instances and number of features in many applications. This… mais…

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Hybrid Methods in Feature Selection: A Data Classification Perspective
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Hybrid Methods in Feature Selection: A Data Classification Perspective - novo libro

ISBN: 9783844399240

In recent years, data have become increasingly larger in both number of instances and number of features in many applications. This enormity may cause serious problems to many machine lea… mais…

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Hybrid Methods in Feature Selection: A Data - Subramanian, S
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Hybrid Methods in Feature Selection: A Data - Livro de bolso

2011

ISBN: 9783844399240

Erscheinungsdatum: 06/2011, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Hybrid Methods in Feature Selection: A Data Classification Perspective, Titelzusatz: Hybrid Featu… mais…

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Hybrid Methods in Feature Selection: A Data Classification Perspective Hybrid Feature Selection Methods are the proven methods for Large Scale Feature Selection - Subramanian, Senthamarai Kannan
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Hybrid Methods in Feature Selection: A Data Classification Perspective Hybrid Feature Selection Methods are the proven methods for Large Scale Feature Selection - novo libro

2011, ISBN: 3844399240

Kartoniert / Broschiert, mit Schutzumschlag 11, [PU:LAP LAMBERT Academic Publishing]

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Hybrid Methods in Feature Selection: A Data Classification Perspective Hybrid Feature Selection Methods are the proven methods for Large Scale Feature Selection - Subramanian, Senthamarai Kannan
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Hybrid Methods in Feature Selection: A Data Classification Perspective Hybrid Feature Selection Methods are the proven methods for Large Scale Feature Selection - novo libro

2011, ISBN: 3844399240

Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:LAP Lambert Acad. Publ.]

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Hybrid Methods in Feature Selection: A Data Classification Perspective

In recent years, data have become increasingly larger in both number of instances and number of features in many applications. This enormity may cause serious problems to many machine learning algorithms with respect to scalability and learning performance. Therefore, feature selection is essential for the machine learning algorithms while handling high dimensional datasets. Many traditional search methods have shown promising results in a number of feature selection problems. However, as the number of features increases extremely, most of these existing methods face the problem of intractable computational time. Since no single feature selection method could handle all requirements of feature selection in real world datasets, hybrid methods prsented here are the tested methods for effecive Feature Selection.One viable option is to apply a ranking feature selection method to obtain a manageable number of top ranked features which could be further handled by traditional feature selection methods for further analysis.

Dados detalhados do livro - Hybrid Methods in Feature Selection: A Data Classification Perspective


EAN (ISBN-13): 9783844399240
ISBN (ISBN-10): 3844399240
Livro de capa dura
Livro de bolso
Ano de publicação: 2011
Editor/Editora: LAP Lambert Acad. Publ.

Livro na base de dados desde 2009-12-27T07:40:43+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-03-26T11:35:41+01:00 (Lisbon)
Número ISBN/EAN: 3844399240

Número ISBN - Ortografia alternativa:
3-8443-9924-0, 978-3-8443-9924-0
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: subramanian
Título do livro: hybrid, perspective, are data, the selection, large scale


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