Table 5 Precision, recall, and F1 of the evaluation results.
From: OpCitance: Citation contexts identified from the PubMed Central open access articles
Evaluation Level | IMRaD | Precision | Recall | F1 |
|---|---|---|---|---|
Section | I | 0.957 | 0.854 | 0.903 |
M | 1.000 | 0.820 | 0.901 | |
R | 1.000 | 0.915 | 0.956 | |
D | 1.000 | 0.993 | 0.996 | |
NoIMRaD | 0.638 | 0.949 | 0.763 | |
Macro average | 0.919 | 0.906 | 0.904 | |
Sentence | I | 0.997 | 0.903 | 0.948 |
M | 1.000 | 0.875 | 0.933 | |
R | 1.000 | 0.892 | 0.943 | |
D | 1.000 | 0.996 | 0.998 | |
NoIMRaD | 0.488 | 0.995 | 0.655 | |
Macro average | 0.897 | 0.932 | 0.895 |
