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Gene expression data classification using genetic algorithm-based feature selection

Published in TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES • Aug 10, 2021
NobleIDNI0P60W70R05S82
Authors:
Öznur Sinem SÖNMEZ
,
Mustafa Dağtekin
,
Tolga Ensarı

Abstract

In this study, hybrid methods are proposed for feature selection and classification of gene expression datasets. In the proposed genetic algorithm/support vector machine (GA-SVM) and genetic algorithm/k nearest neighbor (GA-KNN) hybrid methods, genetic algorithm is improved using Pearson's correlati...

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