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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