SVM EMSVM
p=1 γ=0.01 p=1 γ=0.01
C=1 SE 0.849 0.865 0.923 0.916
SP 0.857 0.888 0.937 0.942
ACC(%) 85.28 87.63 93.01 92.93
MCC 0.705 0.753 0.860 0.859
C=2 SE 0.847 0.872 0.926 0.918
SP 0.856 0.888 0.933 0.941
ACC(%) 85.15 87.99 92.93 92.93
MCC 0.703 0.760 0.859 0.859
C=3 SE 0.848 0.873 0.931 0.919
SP 0.856 0.892 0.924 0.939
ACC(%) 85.20 88.22 92.75 92.91
MCC 0.704 0.764 0.855 0.858
Table 1: Results of the SVM and EMSVM algorithms using alternative kernel functions and penalty parameters C.