Modeling Community Evolution Characteristics of Dynamic Networks with Evolutionary Bayesian Nonnegative Matrix Factorization

Table 3

The comparison results of five methods on Net. .

Net.	Index	BNMF	Dyluvain	PisCES	DYNMO	ESPRA	EvoBNMF
1	NMI	0.65		0.98	0.59	0.97	0.99
	ER	2956.22		229.94	3256.91	138	61.56
	KA	0.44			0.38
2	NMI	0.61		0.97	0.56	0.39
	ER	3015.26		244.34	3340.43	4125
	KA	0.41			0.38	0.56
3	NMI	0.26	0.44	0.30	0.23	0.28
	ER	4189.56	3630.99	7615.98	4436.61	4467.80
	KA	0.078	0.54		0.069	0.71	0.69
4	NMI	0.39		0.92	0.41	0.29	0.92
	ER	4285.79		559.14	4024.73	4942.20	500.30
	KA	0.29			0.31	0.61	0.99