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The “goodness of fit” tests for the developed ANN model.
| Network name | Performance |
Error |
Train. algorith. | Error func. | Hidden active. | Output active. | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| Train. | Test. | Valid. | Train. | Test. | Valid. | |||||
| MLP 3-9-1 | 0.984 | 0.999 | 1.000 | 13.516 | 3.815 | 9.818 | BFGS 12 | SOS | Tanh | Tanh |
*Performance terms represent the coefficients of determination, while error terms indicate a lack of data for the ANN model.
