To measure the performance of our approach, we considered two goals: (1) correctly identifying which candidate compounds are present in a reaction mixture, and (2) correctly calculating the relative concentrations of each compound in a reaction mixture. To determine the accuracy of the HMCMC procedure when finding the correct components of a mixture, we use classification accuracy. Classification accuracy is defined as the ratio of the correctly labelled components to all classifications: