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Table 10 Results on H. sapiens with different numbers of negative samples for NIP-SS and NIP-RW

From: Predicting protein-protein interactions using high-quality non-interacting pairs

Method

Dataset

SEN

SPE

AUC

GM

NIP-SS

H.sapiens1:1

86.57%

87.08%

92.01%

86.57%

 

H.sapiens1:2

69.95%

89.25%

86.33%

79.00%

 

H.sapiens1:3

52.93%

92.48%

81.50%

69.94%

NIP-RW

H.sapiens1:1

81.87%

90.91%

92.30%

86.27%

 

H.sapiens1:2

72.84%

90.13%

87.41%

81.02%

 

H.sapiens1:3

58.33%

94.51%

84.03%

75.00%