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Adding partial derivative and partial log-derivative #347
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Hi, thank you so for your valuable ideas! We will try to implement them. @pbiecek what do you think about adding derivative_partial type to |
If you make some progress, please reply and tell me how you called the function (or if it was a failure and it doesn't work), I am curious to test it and understand if it gives interesting results. |
@pbiecek are you continuing on this? |
I think it could useful a function to calculate numerically not just the partial plot of the predictor, like in the function variable_effect_partial_dependency , but also the partial derivative of the predictor for the additive effect:
and the logarithmic partial derivative for the multiplicative effect:
It could be possible to calculate it like tha partial response in the variable_effect_partial_dependency function: fixing all other covariates and changing just X_j.
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