Table 2.
Training | Training | Validation | All data | ||||||
---|---|---|---|---|---|---|---|---|---|
Learning algorithm | The best architecture | RMSE | R2 | RMSE | R2 | RMSE | R2 | RMSE | R2 |
Quick propagation (QP) | 3-3-1 | 0.243624 | 0.934129 | 0.020922 | 0.999877 | 0.582782 | 0.311416 | 0.310242 | 0.870787 |
Levenberg-marquardt (LM) | 3-9-1 | 0.005157 | 0.999969 | 0.002261 | 0.999997 | 0.666038 | 0.587366 | 0.271946 | 0.897118 |