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