Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 9

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

ID problem	Classification problem	Connections number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	4	10	7.1333	1.4320
2	Synthetic 1	3	10	6.5333	1.4559
3	Synthetic 2	4	10	7.4667	1.5916
4	Iris plant	15	24	19.2667	2.6121
5	Breast cancer	22	51	38.6333	7.7792
6	Diabetes	12	44	34.5667	7.6775
7	Liver disorders	16	30	22.8667	4.9461
8	Object recognition	51	70	62.8667	5.3223
9	Wine	76	109	92.9333	9.1007
10	Glass	79	107	95.4333	6.8213