Data Science, Machine Learning, Extrapolation, Regression, IBM.
boosting regressor perform the best. In relative terms again we notice linear regression’s drop in modeling performance when predicting the extrapolation region is the smallest of the models. Figure 3.6 below shows linear regression’s RMSE increases by approximately 2.9 times the test set’s