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Catboost

Monotonic contraints

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Which of the following statements are true with respect to how CatBoost handles monotonic constraints?

As a reminder, a monotonic constraint is the ability to specify that the relationship between a feature and the target variable should be either monotonically increasing or monotonically decreasing.

Select one or more options from the list

CatBoost requires the user to explicitly specify which features have monotonic constraints

CatBoost can handle both monotonically increasing and decreasing constraints

CatBoost treats all numerical features as having monotonic constraints by default

CatBoost automatically detects and respects monotonic constraints in the data

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