R2 Goodness of Fit

Also called the coefficient of determination.

Note that , : Perfect regression. : Baseline model. Predictions are the averge.

You can think of it as the ”% of dependent variable variations that the linear model explains”.

Note that does not indicate whether the linear regression model is “good enough”. To see this, you must evaluate the statistical significance of each coefficient.