Optimizing Ontology Alignment through Improved NSGA-II

Table 2

Comparison of the f-measure, recall, and precision obtained by iNSGA-II and NSGA-II through the mean value and standard deviation.

ID	NSGA-II			iNSGA-II
	f-measure (st. dev.)	Recall (st. dev.)	Precision (st. dev.)	f-measure (st. dev.)	Recall (st. dev.)	Precision (st. dev.)
101	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
103	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
104	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
201	0.94 (0.02)	0.90 (0.01)	0.98 (0.02)	0.95 (0.00)	0.95 (0.01)	0.95 (0.00)
203	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
204	0.98 (0.01)	1.00 (0.00)	0.96 (0.02)	0.99 (0.00)	0.99 (0.00)	0.99 (0.00)
205	0.94 (0.02)	0.91 (0.02)	0.98 (0.01)	0.96 (0.00)	0.96 (0.01)	0.96 (0.01)
206	0.91 (0.01)	0.92 (0.01)	0.91 (0.01)	0.93 (0.00)	0.93 (0.00)	0.93 (0.00)
221	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
222	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
223	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
224	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
225	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
228	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
230	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
231	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
301	0.85 (0.02)	0.81 (0.02)	0.90 (0.01)	0.86 (0.01)	0.82 (0.01)	0.91 (0.01)
302	0.74 (0.01)	0.58 (0.02)	0.97 (0.01)	0.75 (0.00)	0.62 (0.01)	0.95 (0.01)
303	0.87 (0.02)	0.81 (0.01)	0.93 (0.00)	0.87 (0.01)	0.81 (0.00)	0.93 (0.00)
304	0.93 (0.02)	0.89 (0.02)	0.97 (0.01)	0.94 (0.01)	0.91 (0.01)	0.97 (0.01)