Similar sampling schemes have been successfully used in imaging-related applications . For the malaria model, given the explained variances in each sub-space (Supplementary Figure ), we used Naxes,tree = 28 tree axes as well as Naxes,graph = 1 graph axis. We set Nc to 25 and g to 0.1 to sample densely around the seed molecule.