DOC: Document verbose_eval
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@ -767,6 +767,9 @@ def train(params, dtrain, num_boost_round=10, evals=(), obj=None, feval=None,
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bst.best_score and bst.best_iteration.
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evals_result: dict
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This dictionary stores the evaluation results of all the items in watchlist
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verbose_eval : bool
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If `verbose_eval` then the evaluation metric on the validation set, if
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given, is printed at each boosting stage.
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Returns
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-------
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