 The metric
is based on the weighted harmonic mean of unigram precision and unigram recall.The metric was designed after research by Lavie (2004) into the significance of recall in evaluation metrics.Their research showed that metrics based on recall consistently achieved higher correlation than those based on precision alone, cf.