Description of the new feature / enhancement | 您所需的新功能或能力
1.Solve the problem of "Why does the model predict this way" through SHAP
2.Provide multiple shap interpreters
3.Three visualization attachments are provided: single-sample prediction interpretation, global feature importance, and feature interaction
Scenario when this would be used? | 使用场景
Conduct an interpretability analysis of the model
Supporting information | 附加信息
https://github.com/shap/shap
Description of the new feature / enhancement | 您所需的新功能或能力
1.Solve the problem of "Why does the model predict this way" through SHAP
2.Provide multiple shap interpreters
3.Three visualization attachments are provided: single-sample prediction interpretation, global feature importance, and feature interaction
Scenario when this would be used? | 使用场景
Conduct an interpretability analysis of the model
Supporting information | 附加信息
https://github.com/shap/shap