SFE: A Simple, Fast and Efficient Feature Selection Algorithm for High-Dimensional Data

In this paper, a new feature selection algorithm, called SFE (Simple, Fast, and Efficient), is proposed for high-dimensional datasets. The SFE algorithm performs its search process using a search agent and two operators: non-selection and selection. It comprises two phases: exploration and exploitat...

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Veröffentlicht in:	arXiv.org 2023-03
Hauptverfasser:	Ahadzadeh, Behrouz, Abdar, Moloud, Safara, Fatemeh, Khosravi, Abbas, Mohammad Bagher Menhaj, Ponnuthurai Nagaratnam Suganthan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Datasets Exploitation Feature selection Particle swarm optimization Search process
Online-Zugang:	Volltext
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