Table 2

Detailed results on the development data using independently learned classifiers and SEARN

independent

SEARN


Event Type/Class

Recall

Precision

F-score

Recall

Precision

F-score


Gene_expression

67.02

85.20

75.03

73.43

78.88

76.06

Transcription

34.81

90.16

50.23

48.73

70.00

57.46

Protein_catabolism

69.57

94.12

80.00

69.57

76.19

72.73

Phosphorylation

71.17

86.81

78.22

81.08

90.91

85.71

Localization

62.69

80.77

70.59

71.64

77.42

74.42


Simple (TOTAL)

62.64

85.66

72.36

70.49

78.95

74.48


Binding

28.42

63.10

39.19

40.21

62.24

48.86


Simple+Binding (TOTAL)

54.02

81.78

65.06

62.86

75.67

68.67


Regulation

14.04

44.57

21.35

32.19

37.90

34.81

Positive_regulation

22.02

55.00

31.45

40.24

46.42

43.11

Negative_regulation

20.38

48.73

28.74

35.46

50.61

41.70


Regulation (TOTAL)

20.26

51.81

29.13

37.63

45.91

41.36


TOTAL

35.68

69.39

47.12

49.15

59.60

53.87


Vlachos and Craven BMC Bioinformatics 2012 13(Suppl 11):S5   doi:10.1186/1471-2105-13-S11-S5

Open Data