def test_epsilon(self):
        epsilon, mse = self.cobra_diagnostics.optimal_epsilon(self.test_data, self.test_response)
        expected_epsilon= 0.3709790878655187
        self.assertAlmostEqual(expected_epsilon, epsilon, places=3)