Table 3: Results of comparisons of different classifiers.

MethodType I (%)Type II (%)Overall (%)CPU time (s)

LinR52.8743.4850.22102.45
LogR60.0862.2960.66112.87
ANN56.5778.3672.24318.72
SVM70.1383.4977.02306.33
LS-SVM79.3793.2789.16138.61
FSVM80.0892.8688.38335.24
LS-FSVM81.3493.4189.21149.49