XGenBoost: Synthesizing Small and Large Tabular Datasets with XGBoost

Jim Achterberg, Marcel Haas, Bram van Dijk +1

Tree ensembles such as XGBoost are often preferred for discriminative tasks in mixed-type tabular data, due to their inductive biases, minimal hyperparameter tuning, and training e…