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Detection of the chronic kidney disease using XGBoost classifier and explaining the influence of the attributes on the model using SHAP

Chronic kidney disease (CKD) is a condition distinguished by structural and functional changes to the kidney over time. Studies show that 10% of adults worldwide are affected by some kind of CKD, resulting in 1.2 million deaths. Recently, CKD has emerged as a leading cause of mortality worldwide, ma...

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Detalles Bibliográficos
Autores principales: Raihan, Md. Johir, Khan, Md. Al-Masrur, Kee, Seong-Hoon, Nahid, Abdullah-Al
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110580/
https://www.ncbi.nlm.nih.gov/pubmed/37069256
http://dx.doi.org/10.1038/s41598-023-33525-0