Table 2. Breakdown of the 12-dimensional bond feature vector used in the DMPNN model.

Feature category	Encoding type	Size
Bond type	One-hot: Single, double, triple, or aromatic	4
Conjugated	Boolean	1
In ring	Boolean	1
Stereo	One-hot: none, any, E/Z or cis/trans	6
Total		12