Figure shows the results of our predictive models when compared against the actual data. Each graph contains the performance metrics values (they are also in Table with FP Descriptor). We use two data sets to validate the ML models: (i) an internal test set (20% of data set in each case) resulting from the splitting of the data set and (ii) an external data set containing 24 synthesized molecule structures purchasable from the Merck company website.