From: Entity recognition in the biomedical domain using a hybrid approach
 | Evaluation method: strict | Evaluation method: average | ||||
---|---|---|---|---|---|---|
Entity type | OG | OG+NN | OG+CRF | OG | OG+NN | OG+CRF |
All | 0.59 | 0.86 | 0.69 | 0.61 | 0.89 | 0.80 |
Chemicals | 0.44 | 0.89 | 0.48 | 0.45 | 0.89 | 0.50 |
Cells | 0.88 | 0.88 | 0.95 | 0.93 | 0.94 | 0.96 |
Biological processes/molecular functions | 0.39 | 0.78 | 0.68 | 0.45 | 0.88 | 0.73 |
Cellular components | 0.51 | 0.91 | 0.87 | 0.52 | 0.92 | 0.90 |
Organisms | 0.29 | 0.98 | 0.82 | 0.29 | 0.98 | 0.83 |
Proteins | 0.49 | 0.86 | 0.74 | 0.50 | 0.87 | 0.80 |
Sequences | 0.46 | 0.89 | 0.23 | 0.48 | 0.91 | 0.27 |