The reduced set of predictions was analysed to determine what improvement in the number of four step routes each reaction would result in. Each edge was added to the network, the change in the number of four step paths leading from limonene to paracetamol was recorded, and the edge was deleted from the network again before the next edge was added. Any edge which created at least one additional four step path was retained in the result set and the remainder was screened out.