Ridge regression is one of the simplest and most widely used ... method that incorporates prior information about the coefficients into the regression model. It treats the coefficients as random ...

Abstract: This study investigates the use of Machine Learning (ML) models for Chronic Kidney Disease (CKD) prediction, comparing Logistic Regression with L1 and L2 regularization, Random Forest ...