shap.Explanation
================

.. currentmodule:: shap

.. autoclass:: Explanation

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~Explanation.__init__
      ~Explanation.cohorts
      ~Explanation.hstack
      ~Explanation.percentile
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Explanation.abs
      ~Explanation.argsort
      ~Explanation.base_values
      ~Explanation.clustering
      ~Explanation.data
      ~Explanation.display_data
      ~Explanation.error_std
      ~Explanation.feature_names
      ~Explanation.flip
      ~Explanation.hclust
      ~Explanation.hierarchical_values
      ~Explanation.identity
      ~Explanation.instance_names
      ~Explanation.lower_bounds
      ~Explanation.main_effects
      ~Explanation.max
      ~Explanation.mean
      ~Explanation.min
      ~Explanation.output_indexes
      ~Explanation.output_names
      ~Explanation.sample
      ~Explanation.shape
      ~Explanation.sum
      ~Explanation.upper_bounds
      ~Explanation.values