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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Vydané v:	Applied sciences Ročník 12; číslo 3; s. 950
Hlavní autori:	Salem, Hanaa, Shams, Mahmoud Y., Elzeki, Omar M., Abd Elfattah, Mohamed, F. Al-Amri, Jehad, Elnazer, Shaima
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.02.2022
Predmet:	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
On-line prístup:	Získať plný text
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