A Fast Multivariate Symmetrical Uncertainty Based Heuristic for High Dimensional Feature Selection.

In classification tasks the increase in the number of dimensions of a data makes the learning process harder. In this context feature selection usually allows to induce simpler classifier models while keeping the accuracy. However, some factors, such as the presence of irrelevant and redundant featu...

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Detalhes bibliográficos
Autor principal: García Torres, Miguel (author)
Outros Autores: Divina, Federico (author), Gómez, Francisco (author), Vázquez Noguera, José Luis (author)
Formato: article
Idioma:inglês
Publicado em: 2021
Assuntos:
Acesso em linha:http://hdl.handle.net/20.500.14066/3778
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