Data Science, Machine Learning, Extrapolation, Regression, IBM.
this use case. Tree-based models random forest regressor and gradient boosting regressor have the lowest RMSE for both training and testing. Figure 3.5 Comparing the test set performance and the extrapolation set performance, we continue to see tree-based models random forest regressor and gradient