bdranalytics.sklearn.preprocessing.tests package

Submodules

bdranalytics.sklearn.preprocessing.tests.test_encoding module

class bdranalytics.sklearn.preprocessing.tests.test_encoding.TestEncoding(methodName='runTest')

Bases: unittest.case.TestCase

Create an instance of the class that will use the named test method when executed. Raises a ValueError if the instance does not have a method with the specified name.

static create_dataset()

Creates a data set with some categorical variables

test_weight_of_evidence()

Unit test for WeightOfEvidenceEncoder class

verify_numeric(X_test)

bdranalytics.sklearn.preprocessing.tests.test_scaling module

class bdranalytics.sklearn.preprocessing.tests.test_scaling.TestPreprocessing(methodName='runTest')

Bases: unittest.case.TestCase

Create an instance of the class that will use the named test method when executed. Raises a ValueError if the instance does not have a method with the specified name.

static create_regression_dataset()

Creates a data set with only numerical data

test_dummy_pipeline()

Just checking setup of a dummy regressor in a pipeline :return: None

test_scaled_target()

test_scaled_target_with_set_params()