verticapy.machine\_learning.vertica.ensemble.IsolationForest
============================================================

.. currentmodule:: verticapy.machine_learning.vertica.ensemble

.. autoclass:: IsolationForest

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~IsolationForest.__init__
      ~IsolationForest.contour
      ~IsolationForest.decision_function
      ~IsolationForest.deploySQL
      ~IsolationForest.does_model_exists
      ~IsolationForest.drop
      ~IsolationForest.export_models
      ~IsolationForest.features_importance
      ~IsolationForest.fit
      ~IsolationForest.get_attributes
      ~IsolationForest.get_match_index
      ~IsolationForest.get_params
      ~IsolationForest.get_plotting_lib
      ~IsolationForest.get_score
      ~IsolationForest.get_tree
      ~IsolationForest.get_vertica_attributes
      ~IsolationForest.import_models
      ~IsolationForest.plot
      ~IsolationForest.plot_tree
      ~IsolationForest.predict
      ~IsolationForest.register
      ~IsolationForest.set_params
      ~IsolationForest.summarize
      ~IsolationForest.to_binary
      ~IsolationForest.to_graphviz
      ~IsolationForest.to_memmodel
      ~IsolationForest.to_pmml
      ~IsolationForest.to_python
      ~IsolationForest.to_sql
      ~IsolationForest.to_tf
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~IsolationForest.object_type