Table 5 Settings of selected parameters of ANN and BBO.
Model | Parameter | Setting | |
|---|---|---|---|
ANN | Dataset partitioning (%-No. of data) | Train | 70%–118 |
Validate | 15%–25 | ||
Test | 15%–25 | ||
No. of input parameter | 12 | ||
No. of hidden layer/nodes | 1/14 | ||
Learning algorithm | Levenberg–Marquardt | ||
Transfer function | Hyperbolic tangent | ||
Max. no. of epochs | 500 | ||
BBO | Population size | 100 | |
Max emigration rate | 1 | ||
Habitat modification | 1 | ||
Mutation probability | 0.005 | ||
