Table 7. Sensitivity, specificity and G-mean of financial risk problem with five risk classes (Example 1) using ML(W)SVM and REM imputation methods.
MultilevelSVM | MultilevelWSVM | |||||
---|---|---|---|---|---|---|
SN | SP | G-mean | SN | SP | G-mean | |
Class 1 | 0.86 | 0.73 | 0.79 | 0.89 | 0.74 | 0.81 |
Class 2 | 0.89 | 0.34 | 0.55 | 0.86 | 0.36 | 0.56 |
Class 3 | 0.89 | 0.28 | 0.50 | 0.88 | 0.29 | 0.50 |
Class 4 | 0.88 | 0.40 | 0.60 | 0.87 | 0.40 | 0.58 |
Class 5 | 0.96 | 0.69 | 0.81 | 0.96 | 0.70 | 0.82 |