An Effective Methodology for Diabetes Prediction in the Case of Class Imbalance

An Effective Methodology for Diabetes Prediction in the Case of Class Imbalance

Diabetes causes an increase in the level of blood sugar, which leads to damage to various parts of the human body. Diabetes data are used not only for providing a deeper understanding of the treatment mechanisms but also for predicting the probability that one might become sick. This paper proposes...

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Bibliographic Details
Main Authors: Borislava Toleva, Ivan Atanasov, Ivan Ivanov, Vincent Hooper
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Bioengineering
Subjects:
class imbalance
classification
cross validation
resample
shuffle
Online Access:https://www.mdpi.com/2306-5354/12/1/35
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