Though high F 1 favors recall and precision being similar, some applications can take advantage of IE systems tuned for higher precision (at the expense of recall), or higher recall (at the expense of precision).
though the scientific community can benefit by benchmarking performance based on F 1 , F 1 is not necessarily predictive of fieldability.