Table 4 Results (%) of TI on the EPPI dataset. All figures, except 'Avg. Rank', are percentages. This evaluation was carried out on protein entities only.
From: Distinguishing the species of biomedical named entities for term identification
Method | Prec@1 | Prec@5 | Prec@10 | Prec@15 | Prec@20 | Avg. Rank |
|---|---|---|---|---|---|---|
Baseline | 54.31 | 73.45 | 76.44 | 77.90 | 78.51 | 5.82 |
Gold Species | 73.52 | 79.36 | 80.75 | 80.75 | 80.99 | 1.62 |
Rule | 54.99 | 73.72 | 76.45 | 77.91 | 78.52 | 5.79 |
ML(human) | 65.66 | 76.36 | 78.82 | 79.78 | 80.03 | 2.58 |
ML(EPPI) | 65.24 | 76.82 | 79.01 | 79.93 | 80.29 | 2.39 |
ML(EPPI)+Rule | 65.88 | 77.09 | 79.04 | 79.94 | 80.30 | 2.36 |
ML(TE) | 55.87 | 75.14 | 78.69 | 79.85 | 80.30 | 2.86 |
ML(TE)+Rule | 56.54 | 75.47 | 78.70 | 79.86 | 80.31 | 2.83 |
ML(EPPI+TE) | 64.55 | 76.48 | 78.53 | 79.83 | 80.38 | 2.49 |
ML(EPPI+TE)+Rule | 65.03 | 76.62 | 78.55 | 79.84 | 80.39 | 2.46 |