Data Science, Machine Learning, Extrapolation, Regression, IBM.
set than in the previous use case. This makes sense, given our intuition that linear models should extrapolate well compared to tree-based model in linear relationships. One interesting experiment to test this theory would be to use less data during training/testing, and then evaluating model