e1e9d315a8615a88f37e1443fdb277a46475fd50,qanta/extractors/classifier.py,Classifier,score_guesses,#Classifier#Any#Any#,21

Before Change

                        "{class_type}_{label}:{p}".format(class_type=class_type, label=label, p=-1)
                    )
            else:
                for label, p in zip(classifier.classes_, probabilities[0]):
                    features.append(
                        "{class_type}_{label}:{p}".format(class_type=class_type, label=label, p=p)
                    )

After Change

        for g in guesses:
            features = ["|classifier"]
            for class_type in self.classifiers.keys():
                if g in self.guess_properties[class_type]:
                    prop = self.guess_properties[class_type][g]
                    for label, p in zipped[class_type]:
                        if label == prop:
                            features.append(
                                "{class_type}_{label}:{p}".format(
                                    class_type=class_type,
                                    label=label,
                                    p=p
                                )
                            )
            yield " ".join(features)

Instances