Regression analysis is a statistical technique that models the relationship between one or more independent variables (also called predictors or features) and a dependent variable (also called ...

Table 1: Summary of some key differences between logistic and linear regression. Logistic regression is a statistical tool that forms much of the basis of the field of machine learning and artificial ...

This study compared the performance of traditional logistic regression and machine learning models in predicting adult ... bilirubin (Tbil), and lung infection. Significant differences (p < 0.05) ...

By seeing intricate patterns in medical data that may be difficult for conventional statistical techniques to detect, machine learning models can ... determine whether the accuracy differences between ...