e857888dff9361561fcc96068ab50f79ed5a26bc,libact/query_strategies/query_by_committee.py,QueryByCommittee,make_query,#QueryByCommittee#,187

Before Change

            for i, student in enumerate(self.students):
                votes[:, i] = student.predict(X_pool)

            id_disagreement = [(i, dis) for i, dis in
                               zip(unlabeled_entry_ids,
                                   self._vote_disagreement(votes))]

            disagreement = sorted(id_disagreement, key=lambda id_dis: id_dis[1],
                                  reverse=True)
            ask_id = self.random_state_.choice(
                [e[0] for e in disagreement if e[1] == disagreement[0][1]])

        elif self.disagreement == "kl_divergence":

After Change

            for i, student in enumerate(self.students):
                votes[:, i] = student.predict(X_pool)

            vote_entropy = self._vote_disagreement(votes)
            ask_idx = self.random_state_.choice(
                    np.where(np.isclose(vote_entropy, np.max(vote_entropy)))[0])

        elif self.disagreement == "kl_divergence":
            proba = []
            for student in self.students:

Instances