Link to valid tree_method values in docs (#6935)
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@ -105,8 +105,8 @@ __model_doc = f'''
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tree_method: Optional[str]
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Specify which tree method to use. Default to auto. If this parameter
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is set to default, XGBoost will choose the most conservative option
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available. It's recommended to study this option from parameters
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document.
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available. It's recommended to study this option from the parameters
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document: https://xgboost.readthedocs.io/en/latest/treemethod.html.
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n_jobs : Optional[int]
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Number of parallel threads used to run xgboost. When used with other Scikit-Learn
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algorithms like grid search, you may choose which algorithm to parallelize and
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