def test_lasso_stability_path(): """Check lasso stability path""" # Load diabetes data and add noisy features scaling = 0.3 coef_grid, scores_path = lasso_stability_path(X, y, scaling=scaling, random_state=42, n_resampling=30) assert_equal(np.argsort(F)[-3:], np.argsort(np.sum(scores_path, axis=1))[-3:])
def test_lasso_stability_path(): """Check lasso stability path""" # Load diabetes data and add noisy features scaling = 0.3 coef_grid, scores_path = lasso_stability_path(X, y, scaling=scaling, random_state=42, n_resampling=30) assert_array_equal(np.argsort(F)[-3:], np.argsort(np.sum(scores_path, axis=1))[-3:])