Meta-Learning in Decision Tree Induction

The book focuses on different variants of decision tree induction but also describes  the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decision tree induction and represents a useful source of informati...

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Detalles Bibliográficos
Autor principal: Grabczewski, Krzysztof
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Colección:Studies in Computational Intelligence, 498
Materias:
Acceso en línea:http://dx.doi.org/10.1007/978-3-319-00960-5
Aporte de:Registro referencial: Solicitar el recurso aquí
Tabla de Contenidos:
  • Introduction
  • Techniques of decision tree induction
  • Multivariate decision trees
  • Unified view of decision tree induction algorithms
  • Intemiâ_"advanced meta-learning framework
  • Meta-level analysis of decision tree induction.