A Unified Approach to Interpreting Model Predictions ​

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Authors: Scott M. Lundberg, Su-In Lee
Year: 2017
Journal: NeurIPS
DOI: 10.48550/arXiv.1705.07874
Publisher: https://arxiv.org/abs/1705.07874

Keywords: shap, xai

Abstract ​

We present a unified framework for interpreting predictions SHAP.

Cite this paper ​

@misc{shap2017,
  title  = {A Unified Approach to Interpreting Model Predictions},
  author = {Scott M. Lundberg, Su-In Lee},
  year   = {2017},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.1705.07874},
  url    = {https://doi.org/10.48550/arXiv.1705.07874},
}

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