test_learnersetting.py 文件源码

def setUp(self):
        self.X, self.y = load_boston(return_X_y=True)
        self.regressor_settings = [
            'sklearn_random_forest_regressor',
            'sklearn_extra_trees_regressor',
            'sklearn_bagging_regressor',
            'sklearn_GP_regressor',
            'sklearn_ridge_regressor',
            'sklearn_lasso_regressor',
            'sklearn_kernel_ridge_regressor',
            'sklearn_knn_regressor',
            'sklearn_svr_regressor',
            'sklearn_decision_tree_regressor',
            'sklearn_linear_regression',
            'sklearn_adaboost_regressor',
            'xgboost_regressor',
        ]