Prediction Model of Type 2 Diabetes Mellitus for Oman Prediabetes Patients Using Artificial Neural Network and Six Machine Learning Classifiers

Prediction Model of Type 2 Diabetes Mellitus for Oman Prediabetes Patients Using Artificial Neural Network and Six Machine Learning Classifiers

The early diagnosis of type 2 diabetes mellitus (T2DM) will provide an early treatment intervention to control disease progression and minimise premature death. This paper presents artificial intelligence and machine learning prediction models for diagnosing T2DM in the Omani population more accurat...

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Bibliographic Details
Main Authors: Khoula Al Sadi, Wamadeva Balachandran
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
K-nearest neighbours (K-NN)
support vector machine (SVM)
naive Bayes (NB)
decision tree
random forest (RF)
linear discriminant analysis (LDA)
Online Access:https://www.mdpi.com/2076-3417/13/4/2344

Internet

https://www.mdpi.com/2076-3417/13/4/2344

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