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) |