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Support Vector Machines and Perceptrons Learning, Optimization, Classification, and Application to Social Networks /

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned o...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Murty, M.N (Autor), Raghava, Rashmi (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:SpringerBriefs in Computer Science,
Temas:
Acceso en línea:Texto Completo

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