Comparison of multi-objective algorithms applied to feature selection

The feature selection problem can be formulated as a multi-objective optimization (MOO) problem, as it involves the minimization of the feature subset cardinality and the misclassification error. In this chapter, a comparison of MOO algorithms applied to feature selection is presented. The used MOO...

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Bibliographic Details
Main Author: Türkşen, Özlem (author)
Other Authors: Vieira, Susana M. (author), Madeira, JFA (author), Apaydin, Aysen (author)
Format: article
Language:eng
Published: 2017
Online Access:http://hdl.handle.net/10400.21/6939
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/6939