IsolationForest
===============

.. currentmodule:: sklearn.ensemble

.. autoclass:: IsolationForest
   :members:
   :inherited-members:
   :special-members: __call__

.. minigallery:: sklearn.ensemble.IsolationForest sklearn.ensemble.IsolationForest.__delattr__ sklearn.ensemble.IsolationForest.__dir__ sklearn.ensemble.IsolationForest.__eq__ sklearn.ensemble.IsolationForest.__format__ sklearn.ensemble.IsolationForest.__ge__ sklearn.ensemble.IsolationForest.__getattribute__ sklearn.ensemble.IsolationForest.__getitem__ sklearn.ensemble.IsolationForest.__getstate__ sklearn.ensemble.IsolationForest.__gt__ sklearn.ensemble.IsolationForest.__hash__ sklearn.ensemble.IsolationForest.__init__ sklearn.ensemble.IsolationForest.__init_subclass__ sklearn.ensemble.IsolationForest.__iter__ sklearn.ensemble.IsolationForest.__le__ sklearn.ensemble.IsolationForest.__len__ sklearn.ensemble.IsolationForest.__lt__ sklearn.ensemble.IsolationForest.__ne__ sklearn.ensemble.IsolationForest.__new__ sklearn.ensemble.IsolationForest.__reduce__ sklearn.ensemble.IsolationForest.__reduce_ex__ sklearn.ensemble.IsolationForest.__repr__ sklearn.ensemble.IsolationForest.__setattr__ sklearn.ensemble.IsolationForest.__setstate__ sklearn.ensemble.IsolationForest.__sizeof__ sklearn.ensemble.IsolationForest.__sklearn_clone__ sklearn.ensemble.IsolationForest.__sklearn_tags__ sklearn.ensemble.IsolationForest.__str__ sklearn.ensemble.IsolationForest.__subclasshook__ sklearn.ensemble.IsolationForest._build_request_for_signature sklearn.ensemble.IsolationForest._compute_chunked_score_samples sklearn.ensemble.IsolationForest._compute_score_samples sklearn.ensemble.IsolationForest._fit sklearn.ensemble.IsolationForest._get_default_requests sklearn.ensemble.IsolationForest._get_doc_link sklearn.ensemble.IsolationForest._get_estimator sklearn.ensemble.IsolationForest._get_estimators_indices sklearn.ensemble.IsolationForest._get_metadata_request sklearn.ensemble.IsolationForest._get_param_names sklearn.ensemble.IsolationForest._make_estimator sklearn.ensemble.IsolationForest._parallel_args sklearn.ensemble.IsolationForest._repr_html_inner sklearn.ensemble.IsolationForest._repr_mimebundle_ sklearn.ensemble.IsolationForest._score_samples sklearn.ensemble.IsolationForest._set_oob_score sklearn.ensemble.IsolationForest._validate_estimator sklearn.ensemble.IsolationForest._validate_params sklearn.ensemble.IsolationForest._validate_y sklearn.ensemble.IsolationForest.decision_function sklearn.ensemble.IsolationForest.fit sklearn.ensemble.IsolationForest.fit_predict sklearn.ensemble.IsolationForest.get_metadata_routing sklearn.ensemble.IsolationForest.get_params sklearn.ensemble.IsolationForest.predict sklearn.ensemble.IsolationForest.score_samples sklearn.ensemble.IsolationForest.set_fit_request sklearn.ensemble.IsolationForest.set_params 
   :add-heading: Gallery examples
   :heading-level: -