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Documentation of ALE. How to set interval? #831

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snu11 opened this issue Dec 6, 2022 · 1 comment
Open

Documentation of ALE. How to set interval? #831

snu11 opened this issue Dec 6, 2022 · 1 comment
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@snu11
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snu11 commented Dec 6, 2022

For ALE plot, the Christoph's book and R's ALE library documentation mentions a parameter called 'Interval'. Going through the documentation on docs.seldon.io, I cannot find any mention of this, although it is discussed in theory.

Am I missing something or this has not be implemented yet?

@jklaise jklaise added the Type: Question User questions label Dec 9, 2022
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jklaise commented Dec 9, 2022

@snu11 I'm not sure exactly which parameter you're referring to as the R library doesn't have a parameter of that name (the closest one is called K with the description "A numeric scalar that specifies the number of intervals into which the predictor range is divided when calculating the ALE plot effects.").

That being said, you can use various parameters to control the intervals that the ALE is computed over. The most flexible is the grid_points parameter to explain, see the example in the docs or the docstring for detailed information.

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