Using Competitive Binary Particle Swarm Optimization Algorithm for Matching Sensor Ontologies

Table 2

Comparison in terms of standard deviation. 1XX, 2XX, and 3XX refer to those starting with number 1, 2, and 3, respectively, and the symbols , , and , respectively, stand for the standard deviation of f-measure, recall, and precision.

Testing case	cEA	ETSA	cFA	DE	SA-PSO	CBPSO
	1XX	0.01 (0.01, 0.01)	0.03 (0.02, 0.02)	0.01 (0.03, 0.02)	0.01 (0.01, 0.01)	0.01 (0.01, 0.01)	0.01 (0.01, 0.01)
2XX	0.01 (0.02, 0.01)	0.04 (0.02, 0.04)	0.02 (0.01, 0.03)	0.02 (0.02, 0.02)	0.03 (0.02, 0.03)	0.01 (0.02, 0.01)
3XX	0.02 (0.01, 0.03)	0.05 (0.02, 0.04)	0.02 (0.01, 0.03)	0.01 (0.02, 0.01)	0.02 (0.02, 0.01)	0.02 (0.01, 0.02)
MMI-SSN	0.01 (0.02, 0.02)	0.03 (0.03, 0.02)	0.03 (0.03, 0.02)	0.02 (0.03, 0.01)	0.04 (0.03, 0.02)	0.01 (0.01, 0.01)
CSIRO-SSN	0.03 (0.01, 0.01)	0.03 (0.02, 0.01)	0.03 (0.02, 0.02)	0.05 (0.03, 0.02)	0.03 (0.02, 0.02)	0.02 (0.01, 0.02)
MMI-CSIRO	0.03 (0.02, 0.01)	0.03 (0.01, 0.01)	0.02 (0.02, 0.03)	0.01 (0.01, 0.01)	0.04 (0.02, 0.04)	0.02 (0.02, 0.01)