Using Competitive Binary Particle Swarm Optimization Algorithm for Matching Sensor Ontologies

Table 3

T-test’s -value. 1XX, 2XX, and 3XX refer to those starting with number 1, 2, and 3, respectively, and the symbols , , and , respectively stand for the -value on f-measure, recall, and precision.

Testing case	(cEA, CBPSO)	(ETSA, CBPSO)	(cFA, CBPSO)	(DE, CBPSO)	(SA-PSO, CBPSO)
	1XX	0 (0, 0)	−180.24 (−375.65, −134.16)	−106.06 (−56.92, −67.08)	0 (0 0)	0 (0 0)
2XX	−84.85 (−53.03, −63.63)	−174.62 (−127.27, −254.66)	−187.82 (−228.07, −94.86)	−67.08 (−84.85, −26.83)	−218.19 (−254.55, −208.71)
3XX	−159.09 (−212.13, −174.73)	−284.11 (−724.4,8, −315.28)	−233.34 (−509.11, −149.76)	−53.66 (−80.49, −13.41)	−116.67 (−80.49, −214.66)
MMI-SSN	−127.27 (−107.33, −40.24)	−37.94 (−37.9,4, −26.832)	−37.94 (−37.94, −26.83)	−26.83 (−18.97, −42.42)	−58.20 (−37.94, −134.16)
CSIRO-SSN	−33.28 (−127.27, −13.41)	−16.64 (−13.41, −13.41)	−16.64 (−13.41, −21.21)	−11.14 (−9.48, −10.60)	−49.92 (−93.91, −31.81)
MMI-CSIRO	0 (0, 0)	−180.24 (−375.65, −134.16)	−106.06 (−56.92, −67.08)	0 (0, 0)	0 (0, 0)