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After fitting a decision tree with some continuous variable, how do I interpret the effect that variable has on the target?

For example I'm predicting target Y. From sklearn random forest or Xgboost I can find out that the feature X is important. How do I determine if feature X's correlation to Y is positive or negative?

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