- imblearn.utils.check_neighbors_object(nn_name, nn_object, additional_neighbor=0)¶
Check the objects is consistent to be a NN.
Several methods in imblearn relies on NN. Until version 0.4, these objects can be passed at initialisation as an integer or a KNeighborsMixin. After only KNeighborsMixin will be accepted. This utility allows for type checking and raise if the type is wrong.
The name associated to the object to raise an error if needed.
- nn_objectint or KNeighborsMixin,
The object to be checked.
- additional_neighborint, default=0
Sometimes, some algorithm need an additional neighbors.
The k-NN object.