A neuroevolutionary approach to feature selection using multiobjective evolutionary algorithms

Feature selection plays a central role in predictive analysis where datasets have hundreds or thousands of variables available. It can also reduce the overall training time and the computational costs of the classifiers used. However, feature selection methods can be computationally intensive or dep...

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Bibliographic Details
Main Author: Pinto, Renê Souza (author)
Other Authors: Costa, M. Fernanda P. (author), Costa, Lino (author), Gaspar-Cunha, A. (author)
Format: conferencePaper
Language:eng
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/1822/63271
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/63271