Shap.plots.beeswarm Shap Values

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Shap plots for tabular data interpretation cheat sheet

SHAP Plots For Tabular Data Interpretation Cheat Sheet

SHAP SHapley Additive exPlanations - 当使用shap.summary_plot时，根据模型的输出类型选择合适的选项。对于随机森林，选择显示class0和class1；对于XGBoost，因为其输出是得分，通常不需要特别区分。

catboost shap

CatBoost SHAP

Shap.plots.beeswarm Shap Values- 当使用shap.summary_plot时，根据模型的输出类型选择合适的选项。对于随机森林，选择显示class0和class1；对于XGBoost，因为其输出是得分，通常不需要特别区分。 Shapley Value tutorial SHAP Shapley Value SHAP SHAP