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Typo in HistGradientBoosting documentation | no_interaction should be no_interactions #26056

@ogencoglu

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@ogencoglu

Describe the issue linked to the documentation

In documentation, the interaction_cst field of HistGradientBoostingRegressor mentions no_interaction as an allowed value. This throws an error, as it needs to be no_interactions.

Same thing in HistGradientBoostingClassifier

Suggest a potential alternative/fix

no_interaction -> no_interactions

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