Research Article
Prediction of the Influential Factors on Eating Behaviors: A Hybrid Model of Structural Equation Modelling-Artificial Neural Networks
| No | Design MLP input-hidden-output | Training error | Test error | Validation error |
| 1 | MLP 3-10-8 | 0.550 | 0.730 | 0.726 | 2 | MLP 3-12-8 | 0.571 | 0.653 | 0.747 | 3 | MLP 3-13-8 | 0.584 | 0.636 | 0.750 | 4 | MLP 3-14-8 | 0.634 | 0.571 | 0.692 | 5 | MLP 3-15-8 | 0.520 | 0.750 | 0.701 | 6 | MLP 3-16-8 | 0.547 | 0.661 | 0.799 | 7 | MLP 3-17-8 | 0.548 | 0.559 | 0.751 | 8 | MLP 3-18-8 | 0.577 | 0.623 | 0.677 | 9 | MLP 3-19-8 | 0.518 | 0.830 | 0.640 | 10 | MLP 3-20-8 | 0.534 | 0.685 | 0.738 |
|
|