Table 1.
Shape | Coefficient of the momentum term | Learning rate | Slant of the sigmoid function | Hidden layer neurons | Training iterations |
---|---|---|---|---|---|
Round | 0.01 | 0.1 | 1.0 | 10 | 450 |
Polygonal | 0.01 | 0.01 | 3 | 4 | 100 |
Lobular | 0.1 | 0.1 | 1.5 | 11 | 1,300 |
Irregular | 0.01 | 0.01 | 1 | 9 | 3,350 |