Research Article
Using Genetic Programming with Prior Formula Knowledge to Solve Symbolic Regression Problem
Table 2
The parameter values in algorithm of
and SVM.
| | parameters | Value | SVM parameters | Value |
| | The number of layers | 4 | svm_type | c-svc | | The size of hide nodes | 50 | Kernel | Gaussian | | The number of epochs | 200 | Gamma | 0.07 | | Batch size | 40 | Coef | 0 | | Momentum | 0 | Cost | 1.0 | | Alpha | 1 | Degree | 3.0 | | activation_function | sigm | Shrinking | 1 |
|
|
