def test_binarize_sparse(sparse_clf_dataset, threshold): # noqa: F811
X_np, X = sparse_clf_dataset
t_X = cu_binarize(X, threshold=threshold, copy=True)
assert type(t_X) == type(X)
sk_t_X = sk_binarize(X_np, threshold=threshold, copy=True)
assert_allclose(t_X, sk_t_X)
def test_binarize(failure_logger, clf_dataset, threshold): # noqa: F811
X_np, X = clf_dataset
t_X = cu_binarize(X, threshold=threshold, copy=True)
assert type(t_X) == type(X)
sk_t_X = sk_binarize(X_np, threshold=threshold, copy=True)
assert_allclose(t_X, sk_t_X)
def test_binarize_sparse(failure_logger, sparse_clf_dataset, # noqa: F811
threshold):
X_np, X = sparse_clf_dataset
t_X = cu_binarize(X, threshold=threshold, copy=True)
# 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_binarize(X_np, threshold=threshold, copy=True)
assert_allclose(t_X, sk_t_X)
