def METHOD_NAME(queue):
    rng = np.random.RandomState(0)
    X = np.array(2 * rng.random_sample((15, 4)))
    result = sigmoid_kernel(X, queue=queue)
    expected = np.tanh(np.dot(X, np.array(X).T))
    assert_allclose(result, expected)