Fine-Tuning Fuzzy KNN Classifier Based on Uncertainty Membership for the Medical Diagnosis of Diabetes

Diabetes, a metabolic disease in which the blood glucose level rises over time, is one of the most common chronic diseases at present. It is critical to accurately predict and classify diabetes to reduce the severity of the disease and treat it early. One of the difficulties that researchers face is...

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Bibliographic Details
Published in:	Applied sciences Vol. 12; no. 3; p. 950
Main Authors:	Salem, Hanaa, Shams, Mahmoud Y., Elzeki, Omar M., Abd Elfattah, Mohamed, F. Al-Amri, Jehad, Elnazer, Shaima
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.02.2022
Subjects:	Algorithms Artificial intelligence Big Data Carbohydrates Classification classifier Deep learning diabetes Disease ensemble classifier fuzzy KNN Fuzzy logic Gestational diabetes Glucose Hormones Insulin Machine learning Medical diagnosis Metabolism Ontology Overweight Pima Indians diabetes dataset Pregnancy Womens health
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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