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Redesign component.evaluate

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This commit is contained in:
Alinson S. Xavier
2021-04-02 08:09:35 -05:00
parent 0c687692f7
commit 0bce2051a8
9 changed files with 221 additions and 178 deletions
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14
miplearn/components/component.py
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@@ -106,7 +106,7 @@ class Component:
return
@staticmethod
def xy(
def sample_xy(
features: Features,
sample: TrainingSample,
) -> Tuple[Dict, Dict]:
@@ -127,7 +127,7 @@ class Component:
for instance in InstanceIterator(instances):
assert isinstance(instance, Instance)
for sample in instance.training_data:
xy = self.xy(instance.features, sample)
xy = self.sample_xy(instance.features, sample)
if xy is None:
continue
x_sample, y_sample = xy
@@ -191,3 +191,13 @@ class Component:
model: Any,
) -> None:
return
def evaluate(self, instances: Union[List[str], List[Instance]]) -> List:
ev = []
for instance in InstanceIterator(instances):
for sample in instance.training_data:
ev += [self.sample_evaluate(instance.features, sample)]
return ev
def sample_evaluate(self, features: Features, sample: TrainingSample) -> Dict:
return {}