A Multi-Layered Hybrid Machine Learning Algorithm (MLHA) for Type II Diabetes Classification

Machine learning applications in the medical field has proliferated in the past decade. One of the main usages of machine learning in medical field is the detection of diseases from text and image data. In this work, a new hybrid multi-layer algorithm (MLHA) based on machine learning algorithms is p...

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Veröffentlicht in:	Procedia computer science Jg. 237; S. 445 - 452
Hauptverfasser:	Jannoud, Ismael, Masoud, Mohammad Z., Jaradat, Yousef, Manaserah, Ahmad, Zaidan, Dema
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 2024
Schlagworte:	Diabetes K-Mean Machine Learning algorithms Multi-Layered Hybrid Machine Learning Algorithm (MLHA) Random Forest SVM XGBoost Multi-Layered Hybrid Machine Learning Algorithm (MLHA) XGBoost Diabetes SVM K-Mean Machine Learning algorithms Random Forest
ISSN:	1877-0509, 1877-0509
Online-Zugang:	Volltext
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