Ejemplo n.º 1
0
 def __init__(self, estimator, n_jobs=-1, n_neighbors=18, radius=1.0,
              algorithm='auto', leaf_size=30, metric='minkowski',
              p=2, threshold=0.1, metric_params=None):
     OneVsRestClassifier.__init__(self, estimator, n_jobs)
     self.nbrs = NearestNeighbors(n_neighbors=n_neighbors, radius=radius, algorithm=algorithm,
                                  leaf_size=leaf_size, metric=metric, p=p,
                                  metric_params=metric_params, n_jobs=n_jobs)
     self.n_neighbors = n_neighbors
     self.threshold = threshold
     self._fit_y = None
Ejemplo n.º 2
0
 def __init__(self, estimator, sc=None, norm=None, partitions='auto',
         max_negatives=None, random_state=None, method="ratio",
         n_splits=1, mlb_override=False, verbose=False, **kwargs):
     OneVsRestClassifier.__init__(
         self, estimator, **kwargs)
     self.norm = norm
     self.sc = sc
     self.partitions = partitions
     self.max_negatives = max_negatives
     self.random_state = random_state
     self.method = method
     self.n_splits = n_splits
     self.mlb_override = mlb_override
     self.verbose = verbose