| ML methods | Hyperparameters |
| CART | Homogeneity gain = Mean Square Error |
| Maximum depth of the tree = 4 | |
| Random Forest | Homogeneity gain = Mean Square Error |
| Maximum depth of the tree = 6 | |
| Number of trees = 10 | |
| SVM | Kernel = Radial Basis Function |
| Regularization parameter = 6.1 |