Credit Risk Evaluation with a Least Squares Fuzzy Support Vector Machines Classifier

Table 3

Results of comparisons of different classifiers.

Method	Type I (%)	Type II (%)	Overall (%)	CPU time (s)
LinR	52.87	43.48	50.22	102.45
LogR	60.08	62.29	60.66	112.87
ANN	56.57	78.36	72.24	318.72
SVM	70.13	83.49	77.02	306.33
LS-SVM	79.37	93.27	89.16	138.61
FSVM	80.08	92.86	88.38	335.24
LS-FSVM	81.34	93.41	89.21	149.49