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Table 3 Result of experiment two: comparison of different feature sets

From: Towards classifying species in systems biology papers using text mining

   F1 F1+TS F1+OF
   P R F P R F P R F
  fly 0.78 0.929 0.848 0.97 0.97 0.97 0.792 0.931 0.856
NB mouse 0.81 0.68 0.739 0.826 0.95 0.884 0.821 0.685 0.747
  yeast 0.75 0.727 0.738 0.929 0.788 0.852 0.762 0.731 0.746
  fly 0.762 0.868 0.802 0.965 0.952 0.958 0.771 0.87 0.818
CRF mouse 0.789 0.7 0.73 0.814 0.878 0.845 0.791 0.71 0.748
  yeast 0.734 0.725 0.723 0.902 0.786 0.84 0.739 0.73 0.734
   F1+NT F1+ADN F1+TS+OF+NT+ADN
   P R F P R F P R F
  fly 0.775 0.825 0.799 0.812 0.931 0.867 0.971 0.972 0.971
NB mouse 0.823 0.621 0.708 0.823 0.712 0.763 0.827 0.953 0.886
  yeast 0.752 0.723 0.737 0.786 0.987 0.875 0.931 0.791 0.855
  fly 0.753 0.877 0.81 0.773 0.887 0.826 0.966 0.954 0.96
CRF mouse 0.865 0.698 0.773 0.792 0.714 0.751 0.817 0.878 0.846
  yeast 0.729 0.727 0.728 0.762 0.751 0.756 0.901 0.788 0.841
  1. F1: basic features used to train the model were GN, MH, DT, JN.