Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
represented as follows: The Mean Model (Image by Author) The Mean Model is also sometimes known as the Null Model or the Intercept only Model. But this interchangeability of definitions is appropriate only when the Null or Intercept Only model is fitted, i.e. trained on the data set. That’s the