Comparing distributions of experimental and random diffusion values (p-values for KS tests) Seeds Recipients Randomize Seeds (degree-matched) Randomize Recipients (degree-matched) Randomize Seeds (uniform) Randomize Recipients (uniform) 2method_train_72 singleton 6.29e-01 4.05e-01 2.71e-02 4.88e-03 singleton 2method_train_72 4.56e-01 8.68e-01 2.01e-05 4.34e-02 Evaluating how well 2method_train_72 genes are linked to singleton genes, comparing against random ROC results Seeds Recipients AUROC Z-score for Random Seeds (degree-matched) Z-score for Random Recipients (degree-matched) Z-score for Random Seeds (uniform) Z-score for Random Recipients (uniform) 2method_train_72 singleton 0.69 -0.53 -0.11 0.44 3.56 singleton 2method_train_72 0.59 0.47 0.37 0.76 2.36 PRC results Seeds Recipients AUPRC Z-score for Random Seeds (degree-matched) Z-score for Random Recipients (degree-matched) Z-score for Random Seeds (uniform) Z-score for Random Recipients (uniform) 2method_train_72 singleton 0.00 -0.51 -0.05 0.75 2.27 singleton 2method_train_72 0.00 0.11 -0.33 0.42 1.03 Z-scores are computed for the experimental area under ROC or PRC based on distributions of the random areas under these curves Seeds: Genes where diffusion signal starts FROM) Recipients: Genes that receive the diffusion signal and that are in the other validated group Random genes are selected either uniformly or degree matched Number of genes ** #Total # Mapped in the network Not mapped genes 2method_train_72 72 72 singleton 21 21