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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