Machine Learning Meets Meta-Heuristics: Bald Eagle Search Optimization and Red Deer Optimization for Feature Selection in Type II Diabetes Diagnosis

This article investigates the effectiveness of feature extraction and selection techniques in enhancing the performance of classifier accuracy in Type II Diabetes Mellitus (DM) detection using microarray gene data. To address the inherent high dimensionality of the data, three feature extraction (FE...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Dinesh Chellappan, Harikumar Rajaguru
Format:	Article
Language:	English
Published:	MDPI AG 2024-07-01
Subjects:	classifiers Bald Eagle Search Optimization Red Deer Optimization diabetes detection performance analysis feature extraction
Online Access:	https://www.mdpi.com/2306-5354/11/8/766