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ENH: Display worst features with barplot #3569

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oasidorshin opened this issue Mar 13, 2024 · 0 comments
Open
1 of 2 tasks

ENH: Display worst features with barplot #3569

oasidorshin opened this issue Mar 13, 2024 · 0 comments
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enhancement Indicates new feature requests visualization Relating to plotting

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@oasidorshin
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Problem Description

Current plotting tools focus on showing top performing features. A lot of times in practice you also uses SHAP to find and remove some useless or badly performing features.

Even trying to use some workarounds I couldn't display the worst features using current plot tools, and ended up resorting to just displaying all features, and scrolling to the bottom.

Possible interfaces would be either additional parameter descending=False, or negative indexing with something like max_display=-20.

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Feature request checklist

  • I have checked the issue tracker for duplicate issues.
  • I'd be interested in making a PR to implement this feature
@oasidorshin oasidorshin added the enhancement Indicates new feature requests label Mar 13, 2024
@connortann connortann added the visualization Relating to plotting label Mar 13, 2024
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Labels
enhancement Indicates new feature requests visualization Relating to plotting
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