Table 6 Cross-validation results for Scenario 2
Model | \({{\varvec{t}}}_{{\varvec{p}}}\) | \({{\varvec{t}}}_{{\varvec{n}}}\) | \({{\varvec{f}}}_{{\varvec{p}}}\) | \({{\varvec{f}}}_{{\varvec{n}}}\) | \({\varvec{s}}{\varvec{e}}\) | \({\varvec{s}}{\varvec{p}}\) | \({\varvec{p}}{\varvec{p}}{\varvec{v}}\) | \({\varvec{n}}{\varvec{p}}{\varvec{v}}\) | \({\varvec{f}}{\varvec{p}}{\varvec{r}}\) | PRC-AUC |
|---|---|---|---|---|---|---|---|---|---|---|
\(\mathrm{CRL }* \mathrm{HR} * \mathrm{NR} * \mathrm{RSS }* {\delta }^{2}L\) | 319,526 | 1589 | 1 | 3 | 1.0 | 0.999 | 1.0 | 0.998 | 0.001 | 0.974 |
\(\mathrm{HR} * \mathrm{NR} * \mathrm{RSS }* {\delta }^{2}L\) | 319,529 | 1589 | 1 | 0 | 1.0 | 0.999 | 1.0 | 1.0 | 0.001 | 0.974 |
\(\mathrm{HR} *\mathrm{NR}*\mathrm{RSS}\) | 319,529 | 1572 | 18 | 0 | 1.0 | 0.988 | 0.999 | 1.0 | 0.011 | 0.974 |
\(\mathrm{RSS}\) | 319,529 | 1260 | 330 | 0 | 1.0 | 0.793 | 0.999 | 1.0 | 0.208 | 0.979 |