Figure 4.

Multi-class classification performance. The distributions of the classification rates, sensitivities and specificities of the MICA-SVM, ICA-SVM, PCA-SVM and SVM algorithms on a three-class data set. The distributions of the three random variables: classification rates, sensitivities and specificities of the MICA-SVM algorithm are significantly different from those of the other three algorithms for its exceptional classification performance.

Han BMC Systems Biology 2011 5(Suppl 2):S5   doi:10.1186/1752-0509-5-S2-S5