Community Detection Based on Density Peak Clustering Model and Multiple Attribute Decision-Making Strategy TOPSIS

Table 2

The information of real-world networks. (The columns “” and “” represent the numbers of nodes and edges, respectively. The column “” represents the number of communities in the ground-truth structure of the network, a symbol “—” means that the ground-truth community structure is unknown, and and are the parameters.).

Network
Karate club [49]	34	78	2	0.1	3
Riskmap [50]	42	83	6	0.1	3
Dolphin [44]	62	159	4	0.1	3
Santa Fe [51]	118	197	6	0.08	3
Football [51]	115	613	12	0.05	3
Polbooks [52]	105	441	—	0.05	3
Les. Mis. [53]	77	253	—	0.05	3
email [54]	1133	5451	—	0.05	3
Facebook [55]	4039	88 234	—	0.05	4
Power [56]	4941	6594	—	0.04	4
PGP [57]	10 680	24 316	—	0.04	4
Condmat [58]	27 519	116 181	—	0.03	4