It shows linear relationship between dependent variable (Y) and independent variable (X, explanatory variable(s)). When predicting, an observed data set (training) of values of Xs and Y will be used to fit on prediction, and additional data set (testing) of X will predict Y based on the fitted model.
- Red – Observation
- Blue – Relationship
- Green – Result of deviation which shows data fitting between training and testing.