Improved Equilibrium Optimization Algorithm Using Elite Opposition-Based Learning and New Local Search Strategy for Feature Selection in Medical Datasets

The rapid growth in biomedical datasets has generated high dimensionality features that negatively impact machine learning classifiers. In machine learning, feature selection (FS) is an essential process for selecting the most significant features and reducing redundant and irrelevant features. In t...

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Bibliographic Details
Main Authors: Zenab Mohamed Elgamal, Norizan Mohd Yasin, Aznul Qalid Md Sabri, Rami Sihwail, Mohammad Tubishat, Hazim Jarrah
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/9/6/68