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 |