Data Science, Machine Learning, Extrapolation, Regression, IBM.
this use case by a large margin. We see in Figure 2.6 below that linear regression’s RMSE increases by about 4.6 times the test set’s performance in extrapolation, while all tree-based models see RMSE increases of at least 7.5 times that of their test set’s. While linear regression is the worst