The consistency of the results of different models was estimated by calculating the standard deviation for all five predictions. The initial hypothesis was that the lower the standard deviation, the closer the average predicted value is to the true one. Alternatively, when the models produce significantly different predictions for a compound, it can indicate that its chemical structure is unique and there are no similar compounds in the training set.