On the automatic design of decision-tree induction algorithms

Decision-tree induction is one of the most employed methods to extract knowledge from data. There are several distinct strategies for inducing decision trees from data, each one presenting advantages and disadvantages according to its corresponding inductive bias. These strategies have been continuo...

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Bibliographic Details
Main Author: Barros, Rodrigo Coelho
Other Authors: Carvalho, André Carlos Ponce de Leon Ferreira de
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2013
Subjects:
Online Access:http://www.teses.usp.br/teses/disponiveis/55/55134/tde-21032014-144814/