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Comparison of the training and external validation sets based on molecular weight (A) and number of hydrogen-bond acceptors (B). The training set consists mainly of small non- or uni-polar molecules, and the external validation set includes a large number of multipolar large molecules. The rightmost bars represent the number of molecules that are larger than 400 Da (A) and have more than seven hydrogen-bond acceptors (B), respectively.
