. 2019 Dec 27;19(Suppl 10):257. doi: 10.1186/s12911-019-0996-4

Table 4.

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

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