f5c13cc251a8b96028ba0b520d57e137d2b833b4,test/test_automl/test_automl.py,AutoMLTest,test_fit,#AutoMLTest#,98

Before Change


        self.automl._load_models()

    def test_fit(self):
        output = os.path.join(self.test_dir, "..", ".tmp_test_fit")
        self._setUp(output)

        X_train, Y_train, X_test, Y_test = putil.get_dataset("iris")
        backend_api = backend.create(output, output)
        automl = autosklearn.automl.AutoML(backend_api, 20, 5)
        automl.fit(
            X_train, Y_train, metric=accuracy, task=MULTICLASS_CLASSIFICATION,
        )

After Change


        self.automl._disable_evaluator_output = True
        self.automl._load_models()

    def test_fit(self):
        backend_api = self._create_backend("test_fit")

        X_train, Y_train, X_test, Y_test = putil.get_dataset("iris")
        automl = autosklearn.automl.AutoML(backend_api, 20, 5)
        automl.fit(
            X_train, Y_train, metric=accuracy, task=MULTICLASS_CLASSIFICATION,
        )
        score = automl.score(X_test, Y_test)
        self.assertGreaterEqual(score, 0.8)
        self.assertEqual(automl._task, MULTICLASS_CLASSIFICATION)

        del automl
        self._tearDown(backend_api.temporary_directory)
        self._tearDown(backend_api.output_directory)

    def test_fit_roar(self):
        def get_roar_object_callback(
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 14

Instances


Project Name: automl/auto-sklearn
Commit Name: f5c13cc251a8b96028ba0b520d57e137d2b833b4
Time: 2018-06-18
Author: 31531627+ahn1340@users.noreply.github.com
File Name: test/test_automl/test_automl.py
Class Name: AutoMLTest
Method Name: test_fit


Project Name: automl/auto-sklearn
Commit Name: f5c13cc251a8b96028ba0b520d57e137d2b833b4
Time: 2018-06-18
Author: 31531627+ahn1340@users.noreply.github.com
File Name: test/test_automl/test_automl.py
Class Name: AutoMLTest
Method Name: test_binary_score_and_include


Project Name: automl/auto-sklearn
Commit Name: f5c13cc251a8b96028ba0b520d57e137d2b833b4
Time: 2018-06-18
Author: 31531627+ahn1340@users.noreply.github.com
File Name: test/test_automl/test_automl.py
Class Name: AutoMLTest
Method Name: test_fit_roar


Project Name: automl/auto-sklearn
Commit Name: f5c13cc251a8b96028ba0b520d57e137d2b833b4
Time: 2018-06-18
Author: 31531627+ahn1340@users.noreply.github.com
File Name: test/test_automl/test_automl.py
Class Name: AutoMLTest
Method Name: test_fit