Fig. 7

Comparing black box and white box models. For both plots, the datasets are ordered according to the gap in accuracy between the best black box and the best native (left figure) or surrogate (right) white box model (right).The y-axis measures the relative difference in the accuracy, defined as the ratio of the difference between the black and white box accuracy divided by that of the best model