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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Bibliographic Details
Main Authors: Barros, Rodrigo C. (Author), de Carvalho, André C.P.L.F (Author), Freitas, Alex A. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham Springer International Publishing Imprint: Springer 2015.
Series:SpringerBriefs in Computer Science,
Subjects:
Online Access:Click here to view the full text content
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