However, consensus methods provide a mathematical framework to establish a weight to each region on the different chemical space representations (generating a semi-unsupervised approach to construct enriched chemical space representations, Figure ). From a pharmacological view, these results remark on the importance of multidisciplinary approaches, using chemical and biological data, to develop methodologies capable of efficiently DILI events.