The second source of error comes from artifacts caused by the fragmentation procedure itself. Recall that dangling bonds in training structures were capped with H atoms, which do not necessarily reflect the molecular or bonding environments of the full DNA system. This also implies that the more aggressive the fragmentation strategy, the more the artifacts of capping the fragments with H will contaminate the subsequent model predictions.