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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Applied sciences Jg. 12; H. 3; S. 950
Hauptverfasser:	Salem, Hanaa, Shams, Mahmoud Y., Elzeki, Omar M., Abd Elfattah, Mohamed, F. Al-Amri, Jehad, Elnazer, Shaima
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.02.2022
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!