Dolphin network (62 nodes/2 classes).

Abstract

<p>The transform matrix <b>(A)</b> and the dendrogram (<b>B)</b> obtained by ELC, the transform matrix <b>(C)</b> and the dendrogram <b>(D)</b> obtained by LC. <b>(E-G)</b> Communities and corresponding values of Extended Quality of modularity (EQ), Partition Density (PD), In-Group-Proportion (IGP), Communities Number (CN), Cover Rate (CR) and number of Uncovered Nodes (UN) obtained by ELC, LC and CPM. *the red and bold data marked with an asterisk (*) is the best value of each evaluation on the dataset for the three methods.</p