Matthews correlation coefficient (MCC) vs. choice of binary classification threshold for Datasets 1, 2, 3.

It is seen that there is a much higher and more distinct peak for Dataset 1, supporting the inference derived from the relative AUC scores (Figures 1, 2, and 3) that the Dataset 1 provides the best differentiation between the interacting and non-interacting pairs.