Type 2 Diabetes in Taiwan: Unmasking Influential Factors Through Advanced Predictive Modeling

Conclusions: Among various factors, the WHR emerged as the most critical attribute for T2D, underscoring the complexity of T2D etiology. Overall, the random forest and ensemble classifiers emerge as the most effective models, especially in mixed and female categories, highlighting their robustness i...

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Bibliographic Details
Main Authors: Shih-Tsung Chang, Ying-Hsiang Chou, Oswald Ndi Nfor, Ji-Han Zhong, Chien-Ning Huang, Yung-Po Liaw
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Journal of Diabetes Research
Online Access:http://dx.doi.org/10.1155/jdr/5531934
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