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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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Main Authors: Barros, Rodrigo C. (Author, http://id.loc.gov/vocabulary/relators/aut), de Carvalho, André C.P.L.F. (http://id.loc.gov/vocabulary/relators/aut), Freitas, Alex A. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Computer Science,
Subjects:
Data mining.
Pattern recognition.
Data Mining and Knowledge Discovery.
Pattern Recognition.
Online Access:https://doi.org/10.1007/978-3-319-14231-9

Internet

https://doi.org/10.1007/978-3-319-14231-9

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