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A Support Vector Machine Based Artificial Intelligence Technique Using Genetic Algorithms to Screen Metabolites Associated with Heart Disease in the Qatari Population

2025-05-02

Abstract excerpt

<title>Abstract</title> <p>Algorithms for feature selection are growing in interest among researchers aiming to connect specific features in a dataset with specific classifications. Recent developments in Support Vector Machine-based artificial intelligence algorithms have demonstrated excellent classification performance in highly nonlinear data. However, identifying which features contribute most to classificat...

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Literature Corpus work
a19f408b-52e5-5c90-81ba-43dc1f87f84b
DOI
10.21203/rs.3.rs-6565029/v1
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A Support Vector Machine Based Artificial Intelligence Technique Using Genetic Algorithms to Screen Metabolites Associated with Heart Disease in the Qatari PopulationDOI 10.21203/rs.3.rs-6565029/v1
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