Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study

Jakob Schwerter, Andrés Romero, Florian Dumpert +1

Tree-based learning methods such as Random Forest and XGBoost are still the gold-standard prediction methods for tabular data. Feature importance measures are usually considered fo…