BioMed Research International / 2015 / Article / Tab 6

Research Article

Recognition and Evaluation of Clinical Section Headings in Clinical Documents Using Token-Based Formulation with Conditional Random Fields

Table 6

Performance comparison for the layout features.

DatasetConfiguration (%) (%) (%)

Set 2CRF-based without layout features94.890.7292.72
CRF-based with layout features95.4892.6694.05

TestCRF-based without layout features95.1390.592.76
CRF-based with layout features96.0492.494.19