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Table 3 Prediction performance with respect to proportions of positive and negative data

From: Finding motif pairs in the interactions between heterogeneous proteins via bootstrapping and boosting

Data ratio

(P: N)

1712: 2283

(2: 3)

1712: 1712

(1: 1)

1712: 1141

(3: 2)

Sensitivity

68.98%

75.88%

77.80%

Specificity

87.03%

84.40%

77.56%

Accuracy

79.30%

80.14%

77.70%

  1. P: positive data, N: negative data.