Weighted Rank Difference Ensemble: A New Form of Ensemble Feature Selection Method for Medical Datasets

Background: Feature selection (FS), a crucial preprocessing step in machine learning, greatly reduces the dimension of data and improves model performance. This paper focuses on selecting features for medical data classification. Methods: In this work, a new form of ensemble FS method called weighte...

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Hlavní autoři:	Arju Manara Begum, M. Rubaiyat Hossain Mondal, Prajoy Podder, Joarder Kamruzzaman
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-02-01
Edice:	BioMedInformatics
Témata:	feature selection PCC GR reliefF chronic kidney disease (CKD) lung cancer
On-line přístup:	https://www.mdpi.com/2673-7426/4/1/27
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