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The study was aimed at investigating how the method of splitting data into a training set and a test set influences the external predictivity of quantitative structure–activity and/or structure–property relationships (QSAR/QSPR) models. Six models of good quality were collected from the literature and then redeveloped and validated on the basis of five alternative splitting algorithms, namely: (i)...