1. Detection of chronic kidney disease using machine learning algorithms with least number of predictors;Almasoud;International Journal of Soft Computing and Its Applications,2019
2. The use of the area under the ROC curve in the evaluation of machine learning algorithms;Bradley;Pattern Recognition,1997
3. Xgboost: extreme gradient boosting;Chen;R Package Version 0.4-2,2015
4. Prediction of chronic kidney disease-a machine learning perspective;Chittora;IEEE Access,2021
5. Retrieved from centers for disease control and prevention;Chronic Kidney Disease in the United States, 2021,2021