def test_get_hyperparameter_search_space(self):
cs = SimpleRegressionPipeline().get_hyperparameter_search_space()
self.assertIsInstance(cs, ConfigurationSpace)
conditions = cs.get_conditions()
hyperparameters = cs.get_hyperparameters()
self.assertEqual(143, len(hyperparameters))
self.assertEqual(len(hyperparameters) - 5, len(conditions))
def test_get_hyperparameter_search_space(self):
cs = SimpleRegressionPipeline().get_hyperparameter_search_space()
self.assertIsInstance(cs, ConfigurationSpace)
conditions = cs.get_conditions()
hyperparameters = cs.get_hyperparameters()
self.assertEqual(158, len(hyperparameters))
self.assertEqual(len(hyperparameters) - 5, len(conditions))
