To the extent there exists a correlation between some characteristic and the outcome, models that exhibit the correlation will be more accurate than models that

To the extent there exists a correlation between some characteristic and the outcome, models that exhibit the correlation will be more accurate than models that don't, irrespective whether the characteristic is used as a model feature or not. In the context of risk assessment, "more accurate" means "more likely to survive in the market place".