def test_add_dummy_feature(failure_logger, clf_dataset, value): # noqa: F811
X_np, X = clf_dataset
t_X = cu_add_dummy_feature(X, value=value)
assert type(t_X) == type(X)
sk_t_X = sk_add_dummy_feature(X_np, value=value)
assert_allclose(t_X, sk_t_X)
def test_add_dummy_feature_sparse(failure_logger,
sparse_dataset_with_coo, # noqa: F811
value):
X_np, X = sparse_dataset_with_coo
t_X = cu_add_dummy_feature(X, value=value)
# assert type(t_X) == type(X)
if cpx.scipy.sparse.issparse(X):
assert cpx.scipy.sparse.issparse(t_X)
if scipy.sparse.issparse(X):
assert scipy.sparse.issparse(t_X)
sk_t_X = sk_add_dummy_feature(X_np, value=value)
assert_allclose(t_X, sk_t_X)