XGBoost Limitations

XGBoost excels with tabular data but falters with non-tabular datasets like images or audio unless preprocessed. For smaller datasets, simpler models such as logistic regression may be more effective. Interpretability is crucial, especially in sensitive applications like loan approvals, where customers need clear explanations for decisions.