Table 1 outlines the key differences between these two techniques. Table 1: Summary of some key differences between linear and logistic regression. In the field of machine learning, linear regression ...

Logistic regression can be thought of as an extension to, or a special case of, linear regression. If the outcome variable is a continuous variable, linear regression is more suitable. The key ...

What are the advantages of logistic regression over decision trees ... It can make a huge difference how you represent your features to make one model perform better than another on the exact ...