Prediction model | Â | RMSE | R2 | MSE | MAE |
---|---|---|---|---|---|
 |  | Training phase | |||
Linear regression | Linear | 0.109 | 0.40 | 0.012 | 0.086 |
Interaction linear | 0.101 | 0.48 | 0.010 | 0.076 | |
Robust linear | 0.110 | 0.39 | 0.012 | 0.086 | |
Stepwise linear regression | 0.098 | 0.52 | 0.009 | 0.074 | |
Regression tree | Fine Tree | 0.103 | 0.48 | 0.010 | 0.077 |
Medium Tree | 0.111 | 0.39 | 0.012 | 0.084 | |
Coarse Tree | 0.113 | 0.37 | 0.012 | 0.088 | |
Support vector machine (SVM) | Linear SVM | 0.111 | 0.38 | 0.012 | 0.085 |
Quadratic SVM | 0.088 | 0.61 | 0.007 | 0.065 | |
Fine Gaussian SVM | 0.113 | 0.35 | 0.012 | 0.086 | |
Coarse Gaussian SVM | 0.104 | 0.45 | 0.011 | 0.081 | |
Ensemble of Trees | Boosted Trees | 0.085 | 0.64 | 0.007 | 0.063 |
Bagged Trees | 0.107 | 0.43 | 0.011 | 0.086 |