A Node Influence Based Label Propagation Algorithm for Community Detection in Networks

Table 6

The comparison of results on real networks.

Network ID	𝑄				NMI
	LPA	KBLPA	NIBLPA	CNM	LPA	KBLPA	NIBLPA	CNM
R1	0.296±0.29	0.073±0.23	0.423	0.345	0.583±0.58	0.128±0.88	1	0.479
R2	0.465±0.19	0.489±0.12	0.521	0.306	0.516±0.18	0.471±0.22	0.622	0.423
R3	0.489±0.15	0.449±0.09	0.497	0.265	0.572±0.07	0.528±0.07	0.656	0.231
R4	𝟎.𝟓𝟖𝟐±0.14	0.573±0.09	0.582	0.537	0.863±0.24	0.849±0.13	0.872	0.698
R5	0.380±0.27	0.183±0.34	0.427	0.415	—	—	—	—
R6	0.871±0.03	0.883±0.02	0.899	0.631	—	—	—	—
R7	0.791±0.02	0.808±0.01	0.775	0.849	—	—	—	—
R8	𝟎.𝟖𝟎𝟔±0.02	0.775±0.03	0.783	—	—	—	—	—