To this end, we use the profiling Karaman-Davis dataset, which describes the activity of ligands against a panel of kinases. We assign each ligand l i in the profiling dataset to their reported key target(s) k j (l i ) in the PKIDB, 1. We define the kinases in both lists as active or inactive based on the chosen activity threshold of K d = 100 nM.