Furthermore, these assays were carried out for toxicology applications, which means they likely investigated different regions of the chemical space than our HTS datasets, given their focus on toxicology applications. For these reasons, it is probable that the auto- fluorescence predictor does not generalize well to the datasets investigated in this study, thus detecting only a limited number of false positives.