Figure 4
From: A high performance profile-biomarker diagnosis for mass spectral profiles
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.