def test_miss_rate_top_k_many_batches_and_modes(self):
value = metrics.miss_rate_top_k(self.x_many_batches_and_modes,
self.y_many_batches_and_modes,
self.p_many_batches_and_modes, 10)
np.testing.assert_equal(
value,
np.array([[True, False, False], [True, True, False],
[False, False, False], [False, False, False],
[True, True, False]]))
def test_miss_rate_top_k_one_mode(self):
value = metrics.miss_rate_top_k(self.x_one_mode, self.y_one_mode,
self.p_one_mode, 2)
np.testing.assert_equal(value, np.array([[True]]))