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Table 2 Impact of selected feature sets on mention identification

From: The contribution of co-reference resolution to supervised relation detection between bacteria and biotopes entities

  Development
  Bacteria Geographical Habitat Overall
  R P F R P F R P F R P F
Baseline (BL) 0.683 0.884 0.642 0.507 0.864 0.639 0.328 0.892 0.479 0.503 0.885 0.642
BL + NCBI 0.887 0.927 0.907 0.493 0.822 0.617 0.343 0.879 0.493 0.603 0.907 0.725
BL + clusters 0.811 0.913 0.859 0.493 0.925 0.644 0.443 0.870 0.587 0.616 0.898 0.731
BL + Cocoa 0.813 0.882 0.846 0.667 0.877 0.758 0.515 0.850 0.642 0.663 0.870 0.752
BL + OntoBiotope 0.739 0.907 0.815 0.560 0.793 0.656 0.695 0.771 0.731 0.706 0.832 0.764
All 0.887 0.938 0.912 0.707 0.855 0.774 0.705 0.829 0.762 0.789 0.884 0.834
All w/o clusters 0.872 0.931 0.901 0.667 0.794 0.725 0.691 0.833 0.756 0.773 0.879 0.822
All w/o Cocoa 0.872 0.937 0.903 0.573 0.843 0.683 0.712 0.807 0.757 0.776 0.871 0.821
All w/o NCBI 0.842 0.915 0.877 0.680 0.823 0.745 0.691 0.845 0.760 0.760 0.878 0.815
All w/o OntoBiotope 0.879 0.934 0.906 0.627 0.810 0.707 0.564 0.837 0.674 0.714 0.888 0.791
  1. Impact of selected feature sets on mention identification. The best results are highlighted in bold