Table 4.
CL results of the compared methods
| System | LLL | IEPA | HPRD50 | AIMed | BioInfer | Fμ |
|---|---|---|---|---|---|---|
| Precision, recall, F1-measure (%) | ||||||
| SPET | 74.5/48.2/58.5 | 58.8/31.9/41.4 | 58.2/39.3/46.9 | 28.9/27.8/28.3 | 33.9/21.0/26.0 | 34.8/24.8/29.0 |
| SpT | 48.2/83.5/61.2 | 41.6/19.6/15.5 | 44.7/77.3/56.6 | 20.3/48.4/28.6 | 38.9/48.0/43.0 | 33.0/48.2/39.2 |
| edit | 68.1/48.2/56.4 | 58.1/45.1/50.8 | 58.1/55.2/56.6 | 26.8/59.7/37.0 | 53.0/22.7/31.7 | 44.7/37.7/40.9 |
| Cosine | 80.3/37.2/50.8 | 46.3/31.6/37.6 | 63.0/56.4/59.6 | 27.5/59.1/37.6 | 42.1/32.2/36.5 | 38.6/42.1/42.3 |
| SL | 79.0/57.3/66.4 | 71.0/52.5/60.4 | 56.9/68.7/62.2 | 28.3/86.6/42.6 | 62.8/36.5/46.2 | 51.6/55.6/53.5 |
| PIPE | 68.6/90.7/78.1 | 55.6/87.2/67.9 | 62.7/80.1/70.3 | 52.9/61.2/56.7 | 63.3/64.6/63.9 | 59.5/65.4/62.3 |