Standardize the bahaviour of prediction with early stopping.
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feature-request
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- C++
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Description
There is confusion around whether the attribute `best_iteration` is used in prediction by default as suggested in https://github.com/dmlc/xgboost/issues/8034 . We should standardize the behavior across all interfaces including different language environments.
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