Data Science, Machine Learning, Extrapolation, Regression, IBM.
will provide the lowest drop in performance when predicting the extrapolation region compared to that of the train and test region. Linear regression produces a linear model that is technically unbounded (though not defined for the extrapolation region). Alternatively, tree-based models can only