Table 4 Results of class validation by experts, for seven general scientific (General) and seven biomedical classes (Biomedical), and across the two domains (Total). Bold: the total no of correct/incorrect candidates (in %) as rated by annotators of each sub-group, and the sum of the two
From: A neural classification method for supporting the creation of BioVerbNet
| No. of new candidates | No. of correct candidates | % correct candidates | No. of incorrect candidates | % incorrect candidates | |
|---|---|---|---|---|---|
| 7.1.0 COLLECT | 9 | 6 | 66.7 | 3 | 33.3 |
| 9.1.1 EXAMINE | 21 | 19 | 90.5 | 2 | 9.5 |
| 9.3.0 INDICATE | 11 | 10 | 90.9 | 1 | 9.1 |
| 10.1.3 CONDUCT | 2 | 2 | 100 | 0 | 0.0 |
| 13.1.0 ENCOMPASS | 8 | 6 | 75.0 | 2 | 25.0 |
| 14.0.0 CALL | 5 | 4 | 80.0 | 1 | 20.0 |
| 16.0.0 APPEAR | 19 | 16 | 84.2 | 3 | 15.8 |
| General total | 75 | 63 | 83.9 | 12 | 16.1 |
| 1.1.2 SUPPRESS | 2 | 2 | 100 | 0 | 0.0 |
| 1.1.4 INACTIVATE | 15 | 11 | 73.3 | 4 | 26.7 |
| 1.4.0 MODIFY | 8 | 6 | 75 | 2 | 25 |
| 2.3.0 INTERACT | 21 | 19 | 90.5 | 2 | 9.5 |
| 4.1.3 LABEL | 15 | 11 | 73.3 | 4 | 26.7 |
| 8.3.1 TRANSPORT | 19 | 17 | 89.5 | 2 | 10.5 |
| 11.0.0 RELEASE | 11 | 10 | 90.9 | 1 | 9.1 |
| Biomedical total | 91 | 76 | 84.6 | 15 | 15.4 |
| Total | 166 | 139 | 84.3 | 27 | 15.7 |