Figure 4.

(Top left) NN results using electronic features derived from graphical features. (Top right) NN results based on random values of atomic charges. There is no physical meaning to these charges in the sense that they have no value in representing Coulomb interactions. (Bottom) One-hot encoding of reaction types using graphical atomic features.