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Diabetes Prediction
AutoML vs Classical Machine Learning: A Comparative Analysis Using Diabetes Prediction as a Case Study
Automated machine learning (AutoML) is transforming how predictive models are developed, yet its real-world performance compared to …
Mohamad Abou Ali
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Hussein Ali
,
Abdallah Kassem
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DOI
URL
From Binary to Multi-Class: Benchmarking AutoGluon Against Classical Machine Learning for Diabetes Prediction and the Rise of Agentic Clinical AI
The integration of automated machine learning (AutoML) into clinical workflows promises to democratize advanced predictive analytics, …
Mohamad Abou Ali
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Hussein Ali
,
Abdallah Kassem
Cite
DOI
URL
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