def test_spot_check_non_linear_svm_regression(self):
mean = ls.spot_check_non_linear_svm_regression()
assert mean == -91.04782433324428, "SVM regression spot check values do not match at spot_check_non_linear_svm_regression()"
def test_spot_check_non_linear_knn_regression(self):
mean = ls.spot_check_non_linear_knn_regression()
assert mean == -107.28683898039215, "KNN regression spot check values do not match at spot_check_non_linear_knn_regression()"
def test_spot_check_non_linear_cart_regression(self):
mean = ls.spot_check_non_linear_cart_regression()
assert mean > -45 and mean < -30, "CART regression spot check values do not match at spot_check_non_linear_cart_regression()"
def test_spot_check_linear_elastic_net_regression(self):
mean = ls.spot_check_linear_elastic_net_regression()
assert mean == -31.164573714249777, "ElastiCNet regression spot check values do not match at spot_check_linear_elastic_net_regression()"
def test_spot_check_linear_lasso_regression(self):
mean = ls.spot_check_linear_lasso_regression()
assert mean == -34.46408458830232, "Linear regression spot check values do not match at spot_check_linear_lasso_regression()"
def test_spot_check_linear_ridge_regression(self):
mean = ls.spot_check_linear_ridge_regression()
assert mean == -34.07824620925929, "Ridge regression spot check values do not match at spot_check_linear_ridge_regression()"
def test_spot_check_linear_linear_regression(self):
mean = ls.spot_check_linear_linear_regression()
assert mean == -34.70525594452509, "Linear regression spot check values do not match at spot_check_linear_linear_Regression()"
def test_load_data_housing(self):
array = str(ls.load_data_housing())
array_test = temp.temp_load_data_housing()
assert array == array_test, "Couldn't load Housing dataset"