Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 7

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

ID problem	Classification problems	Neurons number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	2	4	3.6667	0.5467
2	Synthetic 1	3	4	3.8	0.4068
3	Synthetic 2	3	4	3.7333	0.4498
4	Iris plant	4	6	5.8667	0.4342
5	Breast cancer	5	7	6.6333	0.5561
6	Diabetes	4	7	6.3667	0.8899
7	Liver disorders	4	6	5.7	0.5350
8	Object recognition	10	11	10.9333	0.2537
9	Wine	9	11	10.5333	0.6288
10	Glass	12	13	12.9	0.3051