The partial dependence module offered by the SHAP library provide a comprehensive interpretation of the model. Although, we can use other methods, such as partial dependence plots, to compute dependence plots (e.g. partial dependence plots), , it is preferable to maintain a good level of consistency between global and local interpretations by utilizing the same underlying theory. The SHAP dependence plots for all descriptors in Figures S9 and S10 exhibit distinct forms, directions, and shapes, which bodes well for the interpretability of the model. Valuable information regarding how the ML model predicts ambient-pressure selectivity is gleaned from the profile of these dependence plots.