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Investigating the effect of activation functions on the predictive performances of the CFFNN method.
| Hidden Layer | Output Layer | Training | Testing | Overall |
|---|---|---|---|---|
| Hyperbolic tangent | Logistic | 8.74 | 9.42 | 8.84 |
| Logistic | Logistic | 7.97 | 8.61 | 8.06 |
| Logistic | Hyperbolic tangent | 8.33 | 6.80 | 8.10 |
| Hyperbolic tangent | Hyperbolic tangent | 9.35 | 5.53 | 8.78 |
