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this is particularly useful when integrated with `grouped_xai_expanded` endpoint where each response of each parameter takes a XAI value and grouped together.
since manual params didnt have XAI values per response in the original output of XAI, we couldnt report based on the given response the importance. Now, even these manual params are added to original XAI values and we can report them like others. Note that these values are constant and wont change based on the change of other values
grouped_xai_expandedgrouped_xai_expanded
when reporting XAI values, the name of the parameter and chosen response is concatenated and reported alongside the XAI value (or importance in case of manual params). In some cases, these values are not human readable and needs to be replaced by a descriptive one. Now attribute `description` is doing that. For domain-specific manual params, these human-readable descriptions have been provided yet can be overriden on-the-fly by the user.
grouped_xai_expandedgrouped_xai_expanded
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Fixes #177
Summary:
grouped_xai_expandedendpoint, where each response of each parameter takes a XAI value and grouped together.grouped_xai_expanded: since manual params didn't have XAI values per response in the original output of XAI, we couldn't report based on the given response the importance. Now, even these manual params are added to original XAI values, and we can report them like others. Note that these values are constant and won't change based on the change of other values.descriptionis doing that. For domain-specific manual params, these human-readable descriptions have been provided yet can be overridden on-the-fly by the user.