def test_majority_vote_empty_item_newmissingvalue(self):
MV = -99
# Bug: majority vote with row of invalid annotations fails
annotations = np.array([[1, 2, 3], [MV, MV, MV], [1, 2, 2]])
expected = [1, MV, 2]
result = voting.majority_vote(annotations, MV)
self.assertEqual(expected, result)
def test_majority_vote_empty_item(self):
# Bug: majority vote with row of invalid annotations fails
annotations = np.array(
[[1, 2, 3],
[MV, MV, MV],
[1, 2, 2]]
)
expected = [1, MV, 2]
result = voting.majority_vote(annotations)
self.assertEqual(expected, result)
def test_majority_vote_empty_item():
# Test for former bug: majority vote with row of invalid annotations fails
annotations = np.array(
[[1, 2, 3],
[MV, MV, MV],
[1, 2, 2]]
)
expected = [1, MV, 2]
result = voting.majority_vote(annotations)
assert result == expected
def test_majority_vote():
annotations = [
[1, 2, 2, MV],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[MV, 2, 3, 1],
[MV, MV, MV, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations)
assert result == expected
def test_majority_vote(self):
annotations = [
[1, 2, 2, MV],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[MV, 2, 3, 1],
[MV, MV, MV, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations)
self.assertEqual(expected, result)
def test_majority_vote(self):
annotations = [
[1, 2, 2, MV],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[MV, 2, 3, 1],
[MV, MV, MV, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations)
self.assertEqual(expected, result)
def test_majority_vote():
annotations = [
[1, 2, 2, MV],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[MV, 2, 3, 1],
[MV, MV, MV, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations)
assert result == expected
def test_majority_vote_newmv(self):
mv = -999
annotations = [
[1, 2, 2, mv],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[mv, 2, 3, 1],
[mv, mv, mv, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations, missing_value=mv)
self.assertEqual(expected, result)
def test_majority_vote_newmissingvalue(self):
m = -99
annotations = [
[1, 2, 2, m],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[m, 2, 3, 1],
[m, m, m, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations, m)
self.assertEqual(expected, result)
def test_optional_missing_value_majority_vote(self):
mv = -99
annotations = [
[1, 2, 2, mv],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[mv, 2, 3, 1],
[mv, mv, mv, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations, mv)
self.assertEqual(expected, result)
def test_majority_vote_newmissingvalue(self):
m = -99
annotations = [
[1, 2, 2, m],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[m, 2, 3, 1],
[m, m, m, 3],
]
expected = [2, 2, 1, 3, 1, 3]
result = voting.majority_vote(annotations, m)
self.assertEqual(expected, result)
def test_majority_vote_non_default_missing_value():
mv = -999
annotations = [
[1, 2, 2, mv],
[2, 2, 2, 2],
[1, 1, 3, 3],
[1, 3, 3, 2],
[mv, 2, 3, 1],
[mv, mv, mv, 3],
[mv, mv, mv, mv],
]
expected = [2, 2, 1, 3, 1, 3, mv]
result = voting.majority_vote(annotations, missing_value=mv)
assert expected == result
