A Feature Selection Method Combining Filter and Wrapper Approaches for Medical Dataset Classification

The curse of dimensionality is a problem that arises in datasets containing high-dimensional features. One of the primary methods used to address this issue is feature selection (FS), an effective technique for reducing insignificant features in a dataset. In this study, a two-stage approach called...

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Bibliographic Details

Published in:	Vietnam Journal of Computer Science
Main Authors:	Gürcan Yavuz, Mohammad Karrari Moghanjoughi, Hatem Dumlu, Halil İbrahim Çakir
Format:	Article
Language:	English
Published:	World Scientific Publishing 2025-11-01
Subjects:	Filter feature selection wrapper feature selection JAYA algorithm medical dataset ReliefF
Online Access:	https://www.worldscientific.com/doi/10.1142/S2196888824500246