It is a kind of combination of recall (formula (3)) and precision
(formula (4)), which are effective metrics for information retrieval community
where the imbalance problem exist. F-value is high when both recall and precision are
high, and can be adjusted through changing the value of β , where β corresponds to
relative importance of precision vs. recall and it is usually set to 1.