A relevant feature combination assisted bi-level evolutionary multi-objective algorithm for feature selection in classification

Minimizing the number of selected features and reducing the error rate are the two primary objectives in feature selection problems. However, with the exponentially expanded search space caused by the increasing number of features, existing multi-objective feature selection methods often get trapped...

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Veröffentlicht in:Scientific reports Jg. 15; H. 1; S. 39288 - 20
Hauptverfasser: Xing, Lining, Li, Jun, Ma, Hong, Su, Zhenhua, Wu, Jian
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 10.11.2025
Nature Publishing Group
Nature Portfolio
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ISSN:2045-2322, 2045-2322
Online-Zugang:Volltext
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