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Table 8 Performance comparison with other systems (5 PPI corpora)

From: Walk-weighted subsequence kernels for protein-protein interaction extraction

PPI system

AIMed

BioInfer

HPRD50

IEPA

LLL

 

P

R

F

P

R

F

P

R

F

P

R

F

P

R

F

[14]

52.9

61.8

56.4

47.7

59.9

52.9

63.4

65.8

63.4

69.6

82.7

75.1

72.5

87.2

76.8

[16]

55.0

68.8

60.8

65.7

71.1

68.1

68.5

76.1

70.9

67.5

78.6

71.7

77.6

86.0

80.1

[18]

40

50

44

39

45

41

76

64

69

74

61

67

82

72

77

Our system

61.4

53.3

56.6

61.8

54.2

57.6

66.7

69.2

67.8

73.8

71.8

72.9

76.9

91.2

82.4

  1. Our walk-weighted subsequence kernel was compared with other recent systems which were evaluated on 5 PPI corpora.