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. 2009 Jan 30;10(Suppl 1):S57. doi: 10.1186/1471-2105-10-S1-S57

Table 4.

Prediction performance of two boosting algorithms

Boosting algorithm AdaBoost algorithm Our Boosting algorithm
Sensitivity 70.55% 75.88%
Specificity 84.21% 84.40%
Accuracy 77.37% 80.14%

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