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) Cauchy_2_1e-6 GeneGroup2 2.22e-01 3.38e-02 2.60e-03 1.83e-04 GeneGroup2 Cauchy_2_1e-6 3.32e-01 4.60e-01 6.51e-01 9.52e-01 Evaluating how well Cauchy_2_1e-6 genes are linked to GeneGroup2 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) Cauchy_2_1e-6 GeneGroup2 0.80 0.72 1.86 0.98 3.43 GeneGroup2 Cauchy_2_1e-6 0.54 -0.53 -1.25 -0.44 0.39 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) Cauchy_2_1e-6 GeneGroup2 0.00 -0.04 0.53 0.14 0.36 GeneGroup2 Cauchy_2_1e-6 0.00 0.37 -0.35 0.29 0.12 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 Cauchy_2_1e-6 12 12 GeneGroup2 11 11