Table 6. Accuracy of financial risk problem with five risk classes (Example 1) using the REM imputation method.
Class | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
LR | 0.58 | 0.54 | 0.53 | 0.51 | 0.59 |
MLSVM | 0.83 | 0.78 | 0.77 | 0.78 | 0.90 |
MLWSVM | 0.86 | 0.76 | 0.76 | 0.77 | 0.91 |
Class | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
LR | 0.58 | 0.54 | 0.53 | 0.51 | 0.59 |
MLSVM | 0.83 | 0.78 | 0.77 | 0.78 | 0.90 |
MLWSVM | 0.86 | 0.76 | 0.76 | 0.77 | 0.91 |