(a) A single decision tree. (b-c) Bagging ensemble of 10 and 50 trees. (d) Random forest of 50 trees. Adapted from Figure 7.5 of \citep{Geron2019}. Generated by bagging_trees.ipynb and rf_demo_2d.ipynb.