def test_dependence_one_string_feature():
X = _create_sample_dataset(string_features={"Sex"})
shap_domino.dependence_plot("Sex",
np.random.randn(*X.values.shape),
X,
interaction_index="Age",
show=False)
def test_random_decision():
shap_domino.dependence_plot(0,
np.random.randn(20, 5),
np.random.randn(20, 5),
show=False)
pl.close()
def test_random_dependence_no_interaction():
shap_domino.dependence_plot(0,
np.random.randn(20, 5),
np.random.randn(20, 5),
show=False,
interaction_index=None)