Comparison of SVMAUROC relative to LogL1, LogL2, SVML1 and SVML2 in terms of discrimination and reclassification
| Model | SVMAUROC | LogL1 | LogL2 | SVML1 | SVML2 |
|---|---|---|---|---|---|
| AUROC (p value) | 0.81 (Referent) | 0.77 (0.019) | 0.77 (0.038) | 0.77 (0.013) | 0.64 (<0.001) |
| NRI of SVMAUROC (p value) | Referent | 0.452 (<0.001) | 0.299 (0.005) | 0.167 (0.119) | 0.950 (<0.001) |
p Values for both AUROC and NRI are shown relative to SVMAUROC.
AUROC, area under the receiver operating characteristic curve; NRI, net reclassification improvement; SVM, support vector machine.