Table 4.
bioNerDS evaluation scores with some clues disabled
| Without head | Without weak | Without score propagation | ||
|---|---|---|---|---|
| |
Recall |
0.78 |
0.63 |
0.68 |
| Training |
Precision |
0.83 |
0.83 |
0.85 |
| |
F-score |
0.80 |
0.72 |
0.76 |
| |
Recall |
0.65 |
0.50 |
0.53 |
| Evaluation |
Precision |
0.57 |
0.70 |
0.54 |
| |
F-score |
0.61 |
0.58 |
0.54 |
| |
Recall |
0.88 |
0.73 |
0.56 |
| Genome Biology |
Precision |
0.82 |
0.92 |
0.89 |
| F-score | 0.85 | 0.82 | 0.69 |
Standard lenient mention level evaluation scores for bioNerDS on different corpora with various detection modules disabled.