A novel RFE-GRU model for diabetes classification using PIMA Indian dataset

Diabetes is a long-term condition characterized by elevated blood sugar levels. It can lead to a variety of complex disorders such as stroke, renal failure, and heart attack. Diabetes requires the most machine learning help to diagnose diabetes illness at an early stage, as it cannot be treated and...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 982 - 22
Main Authors:	Shams, Mahmoud Y., Tarek, Zahraa, Elshewey, Ahmed M.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 06.01.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/705 692/308 692/700 Algorithms Bayes Theorem Blood levels Classification Databases, Factual Datasets Diabetes Diabetes classification Diabetes mellitus Diabetes Mellitus - classification Diabetes Mellitus - diagnosis Diabetes Mellitus - epidemiology Gated recurrent unit (GRU) Humanities and Social Sciences Humans KNN Learning algorithms Logistic Models Machine Learning multidisciplinary Myocardial infarction Pima People Recursive feature elimination (RFE) Renal failure Science Science (multidisciplinary) KNN Gated recurrent unit (GRU) Recursive feature elimination (RFE) Diabetes classification Machine learning
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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