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feature_interaction_constraint like xgboost #129

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marquisthunder opened this issue Sep 4, 2024 · 1 comment
Open

feature_interaction_constraint like xgboost #129

marquisthunder opened this issue Sep 4, 2024 · 1 comment
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enhancement New feature or request

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@marquisthunder
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Dear YDF team,
As it is possible to specify feature interaction constraint[1] in xgboost to use domain knowledge to improve the model, is it possible to add this feature in ydf? It would be great when combined with oblique split as sometimes the oblique split condition is difficult to use in model explanation.

Referecense:

  1. https://xgboost.readthedocs.io/en/stable/tutorials/feature_interaction_constraint.html
@rstz rstz added the enhancement New feature or request label Sep 6, 2024
@rstz
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rstz commented Sep 6, 2024

I agree that this is a nice feature to have, we'll consider it for our roadmap! Anyone seeing this issue - Please comment or react with emoji to express support if you need this feature.

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