tests.test_explainability package

Submodules

tests.test_explainability.test_pdp module

class TestPDP(methodName='runTest')

Bases: TestCase

Test PDP class.

dh = None

engine = None

pdp = None

classmethod setUpClass()

Setup TestPDP class.

test_create_pdp()

Test creation of PDP object.

test_get_denorm_actions()

Test denormalized actions.

test_get_denorm_states()

Test denormalized states.

test_get_digitized_pdp()

Test digitized pdp.

tests.test_explainability.test_shap_values module

class TestShapValues(methodName='runTest')

Bases: TestCase

Test ShapValues class.

dh = None

engine = None

classmethod setUpClass()

Setup TestShapValues class.

shap_values = None

test_bin_sample()

Test bin_sample method.

test_create_shap_values()

Test creation of ShapValues object.

test_get_denorm_actions()

Test get_denorm_actions method.

test_normalize_sample()

Test normalize_sample method.

test_predict_action()

Test predict_action method.

test_sample_plus_minus_samples()

Test sample_plus_minus_samples method.

test_verify_cell_availability()

Test verify_cell_availability method.

test_verify_outliers()

Test verify_outliers method.

test_verify_sample_length()

Test verify_sample_length method.

Module contents