LIME vs. SHAP

SHAP videos

SHAP tweets

SHAP is a method to explain individual predictions. SHAP is the Swiss Army Knife of ML interpretability: If you would only bring one tool, SHAP is a versatile choice. But like the Swiss Knife, it has limitations.

Die wichtigsten Plots und ihre Bedeutungen:

SHAP_Plots_Tabular_Cheat_Sheet.pdf