Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 1

Classification problems description.

ID problem	Classification problems	Pattern description	Total patterns
1	Spiral	2 characteristics that describe 2 classes	194
2	Synthetic 1	2 characteristics that describe 2 classes	300
3	Synthetic 2	2 characteristics that describe 2 classes	450
4	Iris plant	4 characteristics that describe 3 classes	150
5	Breast cancer	9 characteristics that describe 2 classes	683
6	Diabetes	8 characteristics that describe 2 classes	768
7	Liver disorders	6 characteristics that describe 2 classes	345
8	Object recognition	7 characteristics that describe 5 classes	100
9	Wine	13 characteristics that describe 3 classes	178
10	Glass	9 characteristics that describe 6 classes	214