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Table 4 Precision, Recall, and F1-scores for each label on the held-out test data

From: Synthetic data for annotation and extraction of family history information from clinical text

Label Precision Recall F1-score Nr. of instances
AGE 0.797 0.505 0.618 93
AMOUNT 0.618 0.778 0.689 81
CONDITION 0.651 0.651 0.651 261
EVENT 0.511 0.630 0.564 73
FAMILY 0.706 0.859 0.775 249
INDEX 0.000 0.000 0.000 7
NEG 0.421 0.571 0.485 14
O 0.908 0.872 0.890 2066
SELF 0.929 0.730 0.818 126
TEMPORAL 0.425 0.761 0.545 67
Weighted Average (SVM) 0.835 0.821 0.824 3037
Dictionary baseline 0.770 0.607 0.647 3037
SVM (excluding “O” label) 0.678 0.712 0.684 971
Dictionary baseline (excluding “O” label) 0.543 0.720 0.581 971