BMC Medical Informatics and Decision Making

Table 4 Performance Comparison with CRF-based Methods on the Training Set with 10-fold Cross Validation

From: Family member information extraction via neural sequence labeling models with different tag schemes

Configuration	Precision	Recall	F1-score
Baseline	0.882	0.857	0.870^a
CRF-Baseline	0.836	0.743	0.787
Side	0.902	0.855	0.878^a
CRF-Side	0.865	0.753	0.805
Relation-side	0.883	0.854	0.869^a
CRF-Relation-side	0.850	0.700	0.768

^a Indicates passing the significant test under the level of 0.001. The p-values for the three configurations are 0.000006, 0.00005, and 0.000000004 respectively

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ISSN: 1472-6947

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