why SHAP feature dependence does not aggregate into a mean value with error bar, instead of scatter plot?

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why SHAP feature dependence does not aggregate into a mean value with error bar, instead of scatter plot? #249

Closed chjq201410695 closed 3 years ago

chjq201410695 commented 3 years ago

as title of this question.

What is the reason that only scatter plot can be used？

christophM commented 3 years ago

it's possible to use other plots of course. for the technical implementation you have to either do it yourself or look at https://github.com/slundberg/shap