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Automatic Design of Decision-Tree Induction Algorithms

Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a �...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Barros, Rodrigo C. (Autor), de Carvalho, André C.P.L.F (Autor), Freitas, Alex A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:SpringerBriefs in Computer Science,
Temas:
Acceso en línea:Texto Completo