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:])
