Data Science, Machine Learning, Extrapolation, Regression, IBM.
strongly prefers numeric features, where the tree-based models can use the numeric and categorical columns equally well. This is the expected behavior. Figure 2.2 Figure 2.3 Figure 2.4 In Figure 2.5 below, you can see the tree-based models are more accurate in modeling our training and testing set.