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Multi-objective: hybrid particle swarm optimization with firefly algorithm for feature selection with Leaky ReLU

Abstract High-dimensional datasets often pose challenges due to the presence of numerous irrelevant and redundant features, which can compromise the performance of machine learning models. This study proposes a novel optimization algorithm, LR-GPSOFA, designed to improve feature selection by enhanci...

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Dades bibliogràfiques
Autors principals: Ashish Kumar Singh, Anoj Kumar
Format: Artigo
Idioma:Inglês
Publicat: Springer 2025-07-01
Col·lecció:Discover Artificial Intelligence
Matèries:
KNN
PSO
Accés en línia:https://doi.org/10.1007/s44163-025-00428-0
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