Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 6

Number of connections used by the ANN generated with the SGPSO algorithm.

ID problem	Classification problems	Connection number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	4	10	6.8667	1.8520
2	Synthetic 1	4	9	6.6333	1.4016
3	Synthetic 2	5	10	7.0667	1.4368
4	Iris plant	12	25	19.7667	3.025
5	Breast cancer	30	49	40.9333	4.2906
6	Diabetes	20	47	36.7	6.8337
7	Liver disorders	14	34	26.9333	4.1517
8	Object recognition	52	79	66.1667	6.2648
9	Wine	71	107	93.833	9.0443
10	Glass	81	109	96.2	7.4575