Table 7 Detailed performance results achieved by the proposed MLTrigNer and the other leading trigger recognition systems, respectively
From: Multiple-level biomedical event trigger recognition with transfer learning
| Trigger Recognition System | Precision | Recall | F1-Measure |
|---|---|---|---|
| Our MLTrigNer system | 83.31 | 79.40 | 81.31 |
| SVM-based System [10] | 81.44 | 69.48 | 75.67 |
| SVM-based System [13] | 75.56 | 81.29 | 78.32 |
| Neural Network based System [14] | 71.04 | 84.60 | 77.23 |
| CNN-based System [15] | 80.67 | 76.76 | 78.67 |
| RNN-based System [16] | 79.78 | 78.45 | 79.11 |