Table 5.
Quality metrics for different models for predicting silicon and glucose concentrations.
| Model | RMSE | R2 | MAE | |
|---|---|---|---|---|
| Silicon | SVR | 0.0070 | 0.99 | 0.079 |
| MLP | 0.0085 | 0.99 | 0.045 | |
| Glucose | SVR | 0.0036 | 0.99 | 0.052 |
| MLP | 0.0020 | 0.99 | 0.014 |
Quality metrics for different models for predicting silicon and glucose concentrations.
| Model | RMSE | R2 | MAE | |
|---|---|---|---|---|
| Silicon | SVR | 0.0070 | 0.99 | 0.079 |
| MLP | 0.0085 | 0.99 | 0.045 | |
| Glucose | SVR | 0.0036 | 0.99 | 0.052 |
| MLP | 0.0020 | 0.99 | 0.014 |