Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 2

Number of times that transfer function was selected by basic PSO algorithm.

ID problem	Classification problems	Sigmoid function (LS)	Hyp. Tan. function (HT)	Sinusoid function (SN)	Gaussian function (GS)	Linear function (LN)	Hard limit function (HL)
1	Spiral	3	3	66	32	9	0
2	Synthetic 1	1	10	51	29	18	2
3	Synthetic 1	2	12	57	29	9	7
4	Iris plant	6	27	51	63	25	1
5	Breast cancer	2	40	51	61	32	8
6	Diabetes	4	30	57	76	26	0
7	Liver disorders	3	18	62	65	19	4
8	Object recognition	6	33	116	126	40	6
9	Wine	1	46	98	125	42	3
10	Glass	5	54	140	145	46	0
	Total	33	273	749	751	266	31