Hybrid filter-wrapper feature selection using whale optimization algorithm: A multi-objective approach

•A novel multi-objective feature selection algorithm is proposed.•It hybridizes filter and wrapper models into whale optimization algorithm.•It has been validated through ten datasets and compared against five algorithms.•Yields solutions with fewer features and improves the classification accuracy....

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Vydáno v:	Expert systems with applications Ročník 183; s. 115312
Hlavní autoři:	Got, Adel, Moussaoui, Abdelouahab, Zouache, Djaafar
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Elsevier Ltd 30.11.2021 Elsevier BV
Témata:	Algorithms Classification Feature selection Filter and wrapper approaches Multi-objective optimization Multiple objective analysis Optimization Optimization algorithms Whale optimization algorithm (WOA) Whale optimization algorithm (WOA) Feature selection Multi-objective optimization Filter and wrapper approaches
ISSN:	0957-4174, 1873-6793
On-line přístup:	Získat plný text
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