midlearn.MIDExplainer
=====================

.. currentmodule:: midlearn

.. autoclass:: MIDExplainer

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~MIDExplainer.__init__
      ~MIDExplainer.breakdown
      ~MIDExplainer.conditional
      ~MIDExplainer.effect
      ~MIDExplainer.fidelity_score
      ~MIDExplainer.fit
      ~MIDExplainer.get_metadata_routing
      ~MIDExplainer.get_params
      ~MIDExplainer.importance
      ~MIDExplainer.interactions
      ~MIDExplainer.main_effects
      ~MIDExplainer.plot
      ~MIDExplainer.predict
      ~MIDExplainer.predict_terms
      ~MIDExplainer.r_predict
      ~MIDExplainer.score
      ~MIDExplainer.set_fit_request
      ~MIDExplainer.set_params
      ~MIDExplainer.set_score_request
      ~MIDExplainer.terms
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MIDExplainer.fitted_matrix
      ~MIDExplainer.fitted_values
      ~MIDExplainer.intercept
      ~MIDExplainer.ratio
      ~MIDExplainer.residuals
      ~MIDExplainer.weights