Before revision:  We show theoretically that , in high-dimensional settings with limited signal, proper targeting is an important complement to RF's feature sampling by controlling the probability of placing splits along strong predictors .
After revision:  We show that proper targeting controls the probability of placing splits along strong predictors, thus providing an important complement to RF's feature sampling by controlling the probability of placing splits along strong predictors .