Table 2 The experimental results on the first category of networks, the quality of the extracted community structures are measured in terms of modularity (Q) and normalised mutual information (NMI).

network	measure	ground truth	FastQ	LPA	LPAm	PPC	Attractor	IsoFdp	proposal
LFR_1000	Q	0.43	0.356	0.326	0.385	0.404	0.356	0.36	0.41
LFR_1000	NMI	1.00	0.671	0.752	0.89	0.924	0.902	0.941	0.925
LFR_5000	Q	0.38	0.275	0.122	0.149	0.271	0.197	0.308	0.342
LFR_5000	NMI	1.00	0.345	0.304	0.368	0.501	0.536	0.649	0.776
Dolphin	Q	0.519	0.491	0.503	0.497	0.519	0.495	0.466	0.522
Dolphin	NMI	1.00	0.733	0.837	0.744	0.812	0.691	0.629	0.783
Risk map	Q	0.621	0.625	0.624	0.567	0.621	0.623	0.519	0.634
Risk map	NMI	1.00	0.894	0.848	0.888	0.803	0.834	0.714	0.945
Scientists collaboration	Q	0.739	0.749	0.681	0.587	0.751	0.707	0.62	0.739
Scientists collaboration	NMI	1.00	0.867	0.799	0.704	0.877	0.857	0.775	0.968

Quick links

Search