Table 2 Performance of each model
From: Machine learning for efficient CO2 sequestration in cementitious materials: a data-driven method
Model | Training set_MSE | Training set_RMSE | Test set_MSE | Test set_RMSE |
|---|---|---|---|---|
Decision Tree | 1.494 × 10−33 | 3.865 × 10−17 | 3.589 | 1.890 |
Random Forest | 0.173 | 0.416 | 1.947 | 1.395 |
XGBoost | 0.005 | 0.073 | 1.774 | 1.332 |
