The left panel of Fig. 1 presents the unconditional permutation scheme applied by the PI. Both for classification and regression trees, the tree-wise permutation importance for Xk is: PI((kt)) = R((tk)) − R(t). (3) The forest-wise permutation importance for Xk is the average over...