A novel hybrid feature selection method combining binary grey wolf optimization and cuckoo search

Abstract The increasing availability of high-dimensional data in modern applications poses serious challenges for machine learning models, including excessive computation, high memory demand, and degraded accuracy caused by redundant or irrelevant features. This paper introduces a novel feature sele...

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Κύριοι συγγραφείς:	Xiangling Liu, Hongwei Tian
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Nature Portfolio 2025-11-01
Σειρά:	Scientific Reports
Θέματα:	Adaptive convergence factor Probabilistic variation operator Binary grey wolf optimization Cuckoo search Wrapper-based feature selection
Διαθέσιμο Online:	https://doi.org/10.1038/s41598-025-29018-x
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