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Table 4 Prediction performance of two boosting algorithms

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

Boosting algorithm

AdaBoost algorithm

Our Boosting algorithm

Sensitivity

70.55%

75.88%

Specificity

84.21%

84.40%

Accuracy

77.37%

80.14%

  1. Parameter values: T = 4, S = 5, R = 100,000.
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BMC Bioinformatics

ISSN: 1471-2105

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