shap.KernelExplainer
====================

.. currentmodule:: shap

.. autoclass:: KernelExplainer

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~KernelExplainer.__init__
      ~KernelExplainer.addsample
      ~KernelExplainer.allocate
      ~KernelExplainer.explain
      ~KernelExplainer.explain_row
      ~KernelExplainer.load
      ~KernelExplainer.not_equal
      ~KernelExplainer.run
      ~KernelExplainer.save
      ~KernelExplainer.shap_values
      ~KernelExplainer.solve
      ~KernelExplainer.supports_model_with_masker
      ~KernelExplainer.varying_groups
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~KernelExplainer.data_feature_names
      ~KernelExplainer.link
      ~KernelExplainer.keep_index
      ~KernelExplainer.keep_index_ordered
      ~KernelExplainer.model
      ~KernelExplainer.data
      ~KernelExplainer.N
      ~KernelExplainer.P
      ~KernelExplainer.linkfv
      ~KernelExplainer.nsamplesAdded
      ~KernelExplainer.nsamplesRun
      ~KernelExplainer.fnull
      ~KernelExplainer.expected_value
      ~KernelExplainer.vector_out
      ~KernelExplainer.D
      ~KernelExplainer.varyingInds
      ~KernelExplainer.varyingFeatureGroups
      ~KernelExplainer.M
      ~KernelExplainer.fx
      ~KernelExplainer.l1_reg
      ~KernelExplainer.nsamples
      ~KernelExplainer.max_samples
      ~KernelExplainer.synth_data
      ~KernelExplainer.maskMatrix
      ~KernelExplainer.kernelWeights
      ~KernelExplainer.y
      ~KernelExplainer.ey
      ~KernelExplainer.lastMask
      ~KernelExplainer.synth_data_index
      ~KernelExplainer.masker
      ~KernelExplainer.output_names
      ~KernelExplainer.feature_names
      ~KernelExplainer.linearize_link