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Add support for Shapley scores

Open pramitchoudhary opened this issue 7 years ago • 0 comments

Enable support for computing Shapley scores to quantify feature attribution(positive and negative influence)

Reference:

  • Consistent Individualized Feature Attribution for Tree Ensembles (https://arxiv.org/abs/1802.03888)
  • A Unified Approach to Interpreting Model Predictions (https://arxiv.org/abs/1705.07874)
  • https://www.youtube.com/watch?v=wjd1G5bu_TY

pramitchoudhary avatar Aug 19 '18 06:08 pramitchoudhary