Social Spider Optimization Algorithm: Modifications, Applications, and Perspectives

Table 9

Performance comparison of FNN training.

		SSO	PSO	ACO	GA
	AVE	2.807E-05	0.84050	0.180328	0.000181
XOR	STD	0E+00	0.035945	0.025268	0.000413
		100	37.5	62.5	100
	AVE	0.0210	0.228680	0.4705979	0.089912
Iris	STD	3.6571E-18	0.057235	0.053775	0.170260
		91.33	37.33	32.66	89.33
	AVE	0.0627	0.188568	0.228430	0.093047
Heart	STD	1.4628E-17	0.008939	0.004979	0.022460
		67.5	68.75	0	71.25
	AVE	0.001600	0.034881	0.013510	0.003026
Breast Cancer	STD	2.28E-19	0.002472	0.002137	0.001500
		98	11	40	98
	AVE	1.7395E-15	0.000585	0.004854	5.08E-24
Balloon	STD	0	0.000749	0.007760	1.06E-23
		100	100	100	100