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)