def test_fix_random_weight(self):
"""
check if the initial random values of weight matrixes are likely to be
random.
"""
training_dataset = DataSet(os.path.join(combivep_settings.COMBIVEP_CENTRAL_TEST_DATASET_DIR,
'dummy_training_dataset'))
mlp = Mlp(training_dataset.n_features, seed=20)
self.assertEqual(round(mlp.get_weights1()[0][1], 4), 0.0090, msg='MLP is not ready for test because the random value is not fix')
self.assertEqual(round(mlp.get_weights1()[0][0], 4), 0.0059, msg='MLP is not ready for test because the random value is not fix')
