Name: Gradient Boosted Trees Using XGBoost - Class imbalance in loan data
Uploaded: 2026-03-06T00:00:00Z
Description: Decision trees are another standard credit risk model. We will go beyond decision trees by using the trendy XGBoost package in Python to create gradient boosted trees. After developing sophisticated models, we will stress test their performance and discuss column selection in unbalanced data.