ROC | ||||||||
---|---|---|---|---|---|---|---|---|
Method | Testing dataset | Validation dataset | Testing dataset | Validation dataset | Testing dataset | Validation dataset | Testing dataset | Validation dataset |
Frequentist Hierarchical | 0.7957 | 0.7375 | 0.7757 | 0.7608 | 0.7875 | 0.74 | 0.7795 | 0.7658 |
Bayes’ Hierarchical | 0.7527 | 0.7279 | 0.7501 | 0.7377 | 0.7447 | 0.7228 | 0.7587 | 0.7500 |
Joint GLMs | 0.7613 | 0.7378 | 0.7528 | 0.7613 | 0.7596 | 0.7411 | 0.75 | 0.7691 |
Joint GAMs | 0.7769 | 0.7516 | 0.7671 | 0.7765 | 0.773 | 0.7594 | 0.7679 | 0.7769 |