Counterfactual Explanation
Feature Importance
Global Interpretation
Interpretability vs. Explainability
LIME (Local Interpretable Model-agnostic Explanations)
Local Interpretation
Model-Agnostic Methods
Partial Dependence Plot (PDP)
Permutation Feature Importance
SHAP (SHapley Additive exPlanations)
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“Why Should I Trust You?” Explaining the Predictions of Any Classifier (Ribeiro, Singh, Guestrin) Pap… 2 terms
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Explainable AI: Interpreting, Explaining and Visualizing Deep Learning (Samek et al., Nature Machine Intelligence) Pap… 1 term
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Original SHAP paper: “A Unified Approach to Interpreting Model Predictions” (Lundberg & Lee) Art… 1 term
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