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 |