def test_over_all_acc(self):
sc = Score(tags)
sc.fit(y, y)
cm = sc.over_all_acc()
self.assertEqual(cm, 1.)
print(cm)
sc = Score(tags)
sc.fit(y, y_bad)
cm = sc.over_all_acc()
self.assertNotEqual(cm, 1.)
print(cm)
def accuracy(self, y_hat, y):
"""
:param x:
:type x:
:param y:
:type y:
:return:
:rtype:
"""
assert isinstance(y_hat, pd.Series)
assert isinstance(y, pd.Series)
roll_y = pd.Series(y.values.reshape(-1)).drop(
['<PAD>', '*', '<STOP>', ','])
roll_y_hat = pd.Series(y_hat.values.reshape(-1)).drop(
['<PAD>', '*', '<STOP>', ','])
most_reacuent_tags = self.tag_corpus[:10]
sc = Score(most_reacuent_tags)
sc.fit(roll_y, roll_y_hat)
return sc.over_all_acc()
