To test the capability of Myerson explanations on real world data, we use our previously curated dataset of kinase inhibitors , based on data provided upon request by Pogodin et al. . The dataset contains 55 594 molecules, 29 346 of which are inhibitors of at least one of 160 kinases, the others are decoy molecules. For more information on the data curation, we refer to the original publication. Here, we only used the binary classification into active/inactive molecules, and used a simple random split into of 80:10:10 into training, validation and test set.