European Policy Analysis Volume 2, Number 1, Spring 2016 | Page 114

Decision Trees and Random Forests: Machine Learning Techniques to Classify Rare Events Figure 8: Error Rates of Ensemble Models/Training Set Figure 9: ROC Curves of Budget Models/Test Set 114