shap.SamplingExplainer
======================

.. currentmodule:: shap

.. autoclass:: SamplingExplainer

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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