Table 1 Comparison of CV-AUCs obtained by standard random forest (RF), random forest with under-sampling (RF_under), random forest with over-sampling (RF_over), and random forest with inverse sampling probability weights (RF_ipw), including results obtained without variable screening and results obtained with variable screening

From: Improving random forest predictions in small datasets from two-phase sampling designs