The value of the parameters (ε and, C) for tuning in SVM regression architecture.
| ε | C | Test set | Training data | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| R 2 | MSE | RMSE | MAE | WI | R 2 | MSE | RMSE | MAE | WI | ||
| 62.02 | 888.78 | 0.829 | 0.0067 | 0.082 | 60 | 0.9991904256 | 0.657 | 0.0001 | 0.012 | 60.41 | 0.9987218987 |
| ε | C | Test set | Training data | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| R 2 | MSE | RMSE | MAE | WI | R 2 | MSE | RMSE | MAE | WI | ||
| 62.02 | 888.78 | 0.829 | 0.0067 | 0.082 | 60 | 0.9991904256 | 0.657 | 0.0001 | 0.012 | 60.41 | 0.9987218987 |