def merge_negative_bags(self, neg_bags): one_neg_bag=Bag() for b in neg_bags: for n in range((np.shape(b.instances)[0])): one_neg_bag.addInstance(b.instances[n]) one_neg_bag.addPeta(b.peta) one_neg_bag.label=-1.0 return one_neg_bag