clust.perturb

On the robustness of graph-based clustering to random network alterations. clust.perturb is an R package designed to test the robustness of graph-based clusters by randomly rewiring a portion of the underlying network and reclustering. Robust clusters “stick together” even after network rewiring, while non-robust clusters do not. Robustness is quantified using maximum Jaccard index.