Linear regression is the simplest form of machine learning prediction. Linear regression works well when the source data is linear, meaning the relationship between predictor variables and the target ...

Linear regression with two-way interactions has a nice balance of prediction power and interpretability. The model weights/coefficients are easy to interpret. If the predictor values have been ...