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Table 3 Evaluation scores for bioNerDS

From: bioNerDS: exploring bioinformatics’ database and software use through literature mining

Corpus Mention level scores Document level scores
  Precision Recall F-Score Precision Recall F-Score
Training 0.82 (0.67)   0.73 (0.59)  0.77 (0.63) 0.75 (0.44)   0.70 (0.52)  0.72 (0.48)
Development 0.90 (0.69)   0.82 (0.64)  0.86 (0.66) 0.81 (0.46)   0.74 (0.55)  0.77 (0.51)
Genome Biology 0.93 (0.86)   0.89 (0.82)  0.91 (0.84) 0.82 (0.62)   0.74 (0.65)  0.78 (0.64)
Evaluation 0.58 (0.49)   0.68 (0.57)  0.63 (0.53) 0.65 (0.40)   0.60 (0.44)  0.63 (0.42)
  1. Lenient agreement is provided for precision, recall and F-measure, with strict agreement in brackets.