In the final part of this work, step 5 (Figure ), we present guidelines for reaction outcome prediction. (Figure ). 1) Directing group selection. In total 21 productive directing groups were presented in the DG and LSF informer libraries, as well as 20 non-productive directing groups from the DG informer library (Figure , for complete substrate structures see SI).