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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Detalhes bibliográficos
Autor principal: Pinto, Renê Souza (author)
Outros Autores: Costa, M. Fernanda P. (author), Costa, Lino (author), Gaspar-Cunha, A. (author)
Formato: conferencePaper
Idioma:eng
Publicado em: 2019
Assuntos:
Texto completo:http://hdl.handle.net/1822/63271
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/63271