While in this application the SG corresponds to high catalytic activity, it should be noted that the SGD approach could be used to identify descriptions of data points associated with moderate or low activity in other systems. This is important because highly active materials and conditions are not necessarily those displaying the desired selectivity, e.g. in consecutive reactions.