def test_invalid_model_member(self):
with pytest.raises(Exception):
fhmc.compare_measures({
0: self.X,
1: self.X
}, {
0: self.y,
1: self.y
}, {
0: self.prtc_attr,
1: None
}, self.model_dict)
def test_invalid_X_member(self):
with pytest.raises(Exception):
fhmc.compare_measures({
0: self.X,
1: self.X
}, {
0: self.y,
1: self.y
}, {
0: self.prtc_attr,
1: self.prtc_attr
}, {
0: self.y,
1: self.y
})
def test_incompatible_iterables_1(self):
with pytest.raises(Exception):
fhmc.compare_measures([self.X, self.X], [self.y, self.y],
[self.prtc_attr, self.prtc_attr],
self.model_dict)
def test_compare_with_protected_attributes(self):
result = fhmc.compare_measures(
[self.X, self.X], [self.y, self.y],
[self.prtc_attr, self.prtc_attr],
[self.model_dict[0], self.model_dict[1]])
assert result is not None
def test_compare_with_model_as_none(self):
result = fhmc.compare_measures(self.X, self.y, self.prtc_attr, None)
assert result is not None
def test_compare_with_model_as_array(self):
result = fhmc.compare_measures(self.X, self.y, self.prtc_attr,
[self.model_dict[0]])
assert result is not None
def test_compare_valid_inputs(self):
result = fhmc.compare_measures(self.X, self.y, self.prtc_attr,
self.model_dict)
assert result is not None