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Table 5 Results of prediction and evaluation with GOA database

From: A novel function prediction approach using protein overlap networks

 

Success rate (%)

Coverage (%)

Top 1 accuracy (%)

Top 3 accuracy (%)

Prediction with a single-genome network

Yeast

48.3

75.2

75.7

90.0

Fly

63.6

82.2

81.8

89.0

Worm

70.8

66.8

84.6

91.3

Human

60.7

84.6

80.6

90.8

Prediction with the composite network constructed from the other three genomes excluding the predicted one

Yeast

35.5

85.0

68.0

86.1

Fly

51.1

84.8

77.0

85.8

Worm

56.0

67.8

77.5

86.2

Human

49.3

79.1

72.7

84.6