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IEEE Published Article

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Early Prediction of Diabetes Using a Stacking Ensemble of Tree-Based Classifiers

Authors: W. Alomoush, F. Alhosban, A. Alrosan, S. Alsuwaidi, M. A. Deif, Z. Che Muda

Publication:

Date:

DOI: 10.1109/ASIANComNet68615.2025.11579553

Keywords

Diabetes Mellitus Stacking Ensemble Random Forest XGBoost LightGBM CatBoost Early Prediction Machine Learning Classification ROC-AUC Diabetes Modeling Stacking Training Testing Accuracy Tuning Machine learning Trees (botanical) Vegetation

Authors

W. Alomoush

F. Alhosban

A. Alrosan

S. Alsuwaidi

M. A. Deif

Z. Che Muda

Publication Details

Publisher

IEEE

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Issue

ISSN