Table 3 Average of the weighted F1-scores on five fold cross-validation
From: Synthetic data for annotation and extraction of family history information from clinical text
Features | Precision | Recall | F1-score |
|---|---|---|---|
Words | 0.716 | 0.732 | 0.719 |
+POS tags | 0.73 | 0.738 | 0.731 |
+Dependency labels | 0.743 | 0.746 | 0.743 |
+Entity labels (Predicted) | 0.743 | 0.745 | 0.743 |
+Entity labels (Gold) | 0.771 | 0.767 | 0.768 |