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

Table 6 Precision, Recall, and F₁-scores for each label with CONDITION and EVENT labels merged

Label	Precision	Recall	F₁-score	#. instances
AGE	0.810	0.505	0.623	93
AMOUNT	0.624	0.778	0.692	81
CONDITION_EVENT	0.621	0.713	0.664	334
FAMILY	0.717	0.855	0.780	249
INDEX	0	0	0	7
NEG	0.421	0.571	0.485	14
0	0.909	0.864	0.886	2066
SELF	0.929	0.722	0.813	126
TEMPORAL	0.453	0.791	0.576	67
Weighted Average (SVM)	0.837	0.823	0.826	3037
Dictionary baseline	0.771	0.613	0.650	3037
SVM (entity level)	0.685	0.734	0.698	971
Dictionary baseline (entity level)	0.543	0.720	0.581	971

ISSN: 2041-1480