Interpret Model Prediction I

Author: Guanlin Li

• Summary of two influential works

Summary of two influential works

[LIME] “Why Should I Trust You?” Explaining the Predictions of Any Classifier

• arXiv.v3 Aug. 9 2016
• The original LIME paper

[SHAP] A Unified Approach to Interpreting Model Predictions

• NIPS 2017
• The original SHAP paper

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