Table 8 Precision, Recall, and F1-scores for each relation with gold standard entities
From: Synthetic data for annotation and extraction of family history information from clinical text
Relations | Precision | Recall | F1-score | #. instances |
|---|---|---|---|---|
Holder | 0.575 | 0.582 | 0.578 | 251 |
Modifier | 0.67 | 0.417 | 0.514 | 175 |
No_Relation | 0.79 | 0.856 | 0.821 | 1053 |
Partner | 0 | 0 | 0 | 2 |
Related_to | 0.772 | 0.693 | 0.73 | 166 |
Subset | 0.714 | 0.385 | 0.5 | 13 |
Weighted F1-score | 0.741 | 0.747 | 0.740 | 1660 |