where b is a parameter that can be obtained given the solution of the optimization problem described above (Chang and Lin, 2001).Sensitivity and specificity of each classifier are calculated as part of a 3-fold CV procedure, in which the whole training dataset is divided randomly into three equal sets and each of the three sets is used for testing one by one while the other two sets are used for t