shap.TreeExplainer
==================

.. currentmodule:: shap

.. autoclass:: TreeExplainer

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~TreeExplainer.__init__
      ~TreeExplainer.assert_additivity
      ~TreeExplainer.explain_row
      ~TreeExplainer.load
      ~TreeExplainer.save
      ~TreeExplainer.shap_interaction_values
      ~TreeExplainer.shap_values
      ~TreeExplainer.supports_model_with_masker
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~TreeExplainer.data
      ~TreeExplainer.data_missing
      ~TreeExplainer.feature_perturbation
      ~TreeExplainer.expected_value
      ~TreeExplainer.model
      ~TreeExplainer.model_output
      ~TreeExplainer.data_feature_names
      ~TreeExplainer.masker
      ~TreeExplainer.output_names
      ~TreeExplainer.feature_names
      ~TreeExplainer.link
      ~TreeExplainer.linearize_link