Data Science, Machine Learning, Extrapolation, Regression, IBM.
data where all values were larger than the greatest target value seen in training. In this case, when looking at overall RMSE, tree-based models vastly outperformed a linear model. However, when examining the relative drop in performance on the extrapolation set, linear regression was the best