From: Identification of research hypotheses and new knowledge from scientific literature
 |  |  | P | R | F1 |
---|---|---|---|---|---|
GENIA-MK | Majority Baseline | New Knowledge | 0.000 | 0.000 | 0.000 |
 |  | Other knowledge | 0.659 | 1.000 | 0.794 |
 |  | Average | 0.329 | 0.500 | 0.397 |
 |  | Hypothetical | 0.000 | 0.000 | 0.000 |
 |  | Non-Hypothetical | 0.947 | 1.000 | 0.973 |
 |  | Average | 0.473 | 0.500 | 0.486 |
 | Rule-based Baseline | New Knowledge | 0.580 | 0.767 | 0.660 |
 |  | Other knowledge | 0.855 | 0.712 | 0.777 |
 |  | Average | 0.717 | 0.739 | 0.719 |
 |  | Hypothetical | 0.054 | 0.077 | 0.063 |
 |  | Non-Hypothetical | 0.947 | 0.924 | 0.936 |
 |  | Average | 0.500 | 0.500 | 0.499 |
 | Random Forest | New Knowledge | 0.863 | 0.920 | 0.891 |
 |  | Other knowledge | 0.823 | 0.719 | 0.767 |
 |  | Average | 0.843 | 0.819 | 0.829 |
 |  | Hypothetical | 0.928 | 0.762 | 0.836 |
 |  | Non-Hypothetical | 0.987 | 0.997 | 0.992 |
 |  | Average | 0.958 | 0.880 | 0.914 |
EU-ADR | Majority Baseline | New Knowledge | 0.644 | 1.000 | 0.784 |
 |  | Other knowledge | 0.000 | 0.000 | 0.000 |
 |  | Average | 0.322 | 0.5 | 0.392 |
 |  | Hypothetical | 0.000 | 0.000 | 0.000 |
 |  | Non-Hypothetical | 0.939 | 1.000 | 0.968 |
 |  | Average | 0.469 | 0.500 | 0.484 |
 | Random Forest | New Knowledge | 0.853 | 0.921 | 0.884 |
 |  | Other knowledge | 0.831 | 0.692 | 0.748 |
 |  | Average | 0.842 | 0.807 | 0.816 |
 |  | Hypothetical | 1.00 | 0.533 | 0.668 |
 |  | Non-Hypothetical | 0.970 | 1.00 | 0.9848 |
 |  | Average | 0.985 | 0.767 | 0.827 |