Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 4

Number of neurons used by the ANN generated with the basic PSO algorithm.

ID problem	Classification problems	Neurons number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	3	4	3.7667	0.4302
2	Synthetic 1	2	4	3.7	0.5350
3	Synthetic 2	3	4	3.8667	0.3457
4	Iris plant	5	6	5.7667	0.4302
5	Breast cancer	3	7	6.4667	0.9371
6	Diabetes	2	7	6.4333	1.0063
7	Liver disorders	4	6	5.7	0.5350
8	Object recognition	10	11	10.9	0.3051
9	Wine	8	11	10.5	0.8610
10	Glass	13	13	13	0