def __init__(self, n_neighbors=20, algorithm='auto', leaf_size=30,
                 metric='minkowski', p=2, metric_params=None,
                 contamination=0.1, n_jobs=1, novelty=True):
        super(LOF, self).__init__(contamination=contamination)
        self.n_neighbors = n_neighbors