Table 1 Comparison of prediction performances in the two considered settings, with best results in bold
Setting | Metric | Model | Score |
|---|---|---|---|
Survival analysis | C-index | CURE | 0.718 |
Cox PH | 0.725 | ||
C-mix | 0.754 | ||
Binary outcome | AUC | SVM | 0.524 |
GB | 0.561 | ||
LR | 0.616 | ||
NN | 0.707 | ||
RF | 0.738 | ||
\(\hat {S}^{\text {CURE}}\) (ε=30) | 0.831 | ||
\(\hat {S}^{\text {Cox}}\) (ε=30) | 0.855 | ||
\(\hat {S}^{\text {C-mix}}\) (ε=30) | 0.940 |