Tree Boosting Methods for Balanced andImbalanced Classification and their Robustness Over Time in Risk Assessment

Gissel Velarde, Michael Weichert, Anuj Deshmunkh +4

Most real-world classification problems deal with imbalanced datasets, posing a challenge for Artificial Intelligence (AI), i.e., machine learning algorithms, because the minority…