Hosmer-Lemeshow test statistics for SVMAUROC relative to LogL1, LogL2, SVML1 and SVML2 (χ2 statistic corresponds to 8° of freedom for each test)
| Model | SVMAUROC | LogL1 | LogL2 | SVML1 | SVML2 |
|---|---|---|---|---|---|
| χ2 (p value) | 18.05 (0.021) | 23.73 (0.003) | 30.79 (<0.001) | 26.58 (<0.001) | 43.74 (<0.001) |
AUROC, area under the receiver operating characteristic curve; SVM, support vector machine.